Majed BouGhanem

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	<title>Majed BouGhanem</title>
	<link>https://majed.studio</link>
	<description>Majed BouGhanem</description>
	<pubDate>Wed, 18 Jan 2023 16:42:58 +0000</pubDate>
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		<title>Home Image Scroll</title>
				
		<link>https://majed.studio/Home-Image-Scroll</link>

		<pubDate>Mon, 30 Dec 2019 02:29:05 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Home-Image-Scroll</guid>

		<description>JADE
(MAJED)
BUGHANEM</description>
		
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		<title>Info</title>
				
		<link>https://majed.studio/Info</link>

		<pubDate>Mon, 30 Dec 2019 02:29:06 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Info</guid>

		<description>


	︎
Curious
Multidisciplinary,Growth Mindset
Empathetic
Communicator, Mediator, Collaborator

Mindful 
Creative, Perceptive,Level headed


︎

Engineer

Software, Mechanical


Designer
UX, Product, Visual


︎

Emerging Tech

Psychology&#38;nbsp;

Music 


︎&#38;nbsp; &#38;nbsp;︎&#38;nbsp; ︎ &#38;nbsp;︎ &#38;nbsp; 

︎Learning &#38;gt; Knowing&#38;nbsp;Process &#38;gt; Outcome&#38;nbsp;Doing&#38;nbsp; &#38;nbsp;&#38;gt;= Thinking
	
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		<title>Egg Scrambler</title>
				
		<link>https://majed.studio/Egg-Scrambler</link>

		<pubDate>Thu, 09 Dec 2021 14:30:50 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Egg-Scrambler</guid>

		<description>


EGG SCRAMBLER


 &#38;nbsp;&#38;nbsp;
	

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This was a colalborative project with my brother, Sami BouGhanem and his classmates @ Brown Comp Sci. 
It got me thinking about C.A.D., 3D printing and some of the hardware set up.&#38;nbsp;

The multiple materials and parts were printed in relevant orientations for the forces they need to support. eg the transparent part is PETG (flexible), with vertically running ‘fibers’, to reinforce the red part holding the bearings. Apologies for the engineery lingo. It also restrict the rotation of the overhanging red part (which translates up and down with the stepper motor rotation).


	So What?
Although mostly technical, this project can be developed in a few directions design-wise.
 It can make the activity of cooking breakfast accessible to children or differently abled people. 

For example, if movement is controlled through an analog joystick.&#38;nbsp;


Besides the utility it provides, it can serve as a device that facilitates positive experiences for a range of users. The act of cooking, by/for oneself or with/for others, is a universal and frequent activity that can meet various psychological needs such as enabling feelings of competence, autonomy and belonging. A promising next step is emphasizing the parts of the experience that are meaningful, while facilitating/automating the ones are not (e.g., the ones that cause boredom, frustration, or negative feelings). A relevant paper that I highly recommend is: Designing everyday automation with well-being in mind  (Klapperich et al. 2021)
CAD and 3D printing process images below (designed on OnShape, FDM print on a Sunlu S8 with ABS (red) and PETG for the structural support (translucent) ).


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		<title>Unibass: beginners' instrument</title>
				
		<link>https://majed.studio/Unibass-beginners-instrument</link>

		<pubDate>Mon, 30 Dec 2019 02:29:07 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Unibass-beginners-instrument</guid>

		<description>


UNIBASSNovel musical insturment for beginners
People can benefit from fun, entry-level instruments.
A bit like what karaoke is to singing, but for other instruments.


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	PROCESS &#38;gt; OUTCOME
Iterating and experimenting helped resolve trade-offs - between ergonomics, fabrication/complexity, sound clarity/electronics and aesthetics. 
The more it evolves the more details get fleshed out: the tuning knob, the neck angle, neck cross-section, the need for a soundbox, the option of design-for-dissassembly, ...


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		<title>Variapsody - music listening for psych wellbeing</title>
				
		<link>https://majed.studio/Variapsody-music-listening-for-psych-wellbeing</link>

		<pubDate>Wed, 18 Jan 2023 16:42:58 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Variapsody-music-listening-for-psych-wellbeing</guid>

		<description>
	
	
VARIAPSODY
Designing a Novel music listening device for emotion regulation
	

	&#60;img width="1902" height="1080" width_o="1902" height_o="1080" data-src="https://freight.cargo.site/t/original/i/b75d8b190d3655f300758ed8cb7f73201e16a12dd2d9d15aba751562eff0a4ac/Variapsody-3-render2.jpg" data-mid="166710706" border="0" data-scale="97" src="https://freight.cargo.site/w/1000/i/b75d8b190d3655f300758ed8cb7f73201e16a12dd2d9d15aba751562eff0a4ac/Variapsody-3-render2.jpg" /&#62;


WHY?

Variapsody is an attempt to design consumer technology that goes beyond short-term gratification. 
It is to showcase ways everyday activities can be psychologically beneficial.

It is 1 device with 3 features

	
	1. REACTION TILE

Inscribes your emotional reaction to music on a “tile”

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	&#60;img width="866" height="1203" width_o="866" height_o="1203" data-src="https://freight.cargo.site/t/original/i/99e0dc2c2c7c36915256c434e16229a8465b3f0acf0ffd3c1fbdbac4133c67b9/ReactionTile_Vertical.jpg" data-mid="165172176" border="0" data-scale="58" src="https://freight.cargo.site/w/866/i/99e0dc2c2c7c36915256c434e16229a8465b3f0acf0ffd3c1fbdbac4133c67b9/ReactionTile_Vertical.jpg" /&#62;


	2. MONOFILTER

Makes music less distracting to help focus on other tasks.


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&#60;img width="4501" height="4500" width_o="4501" height_o="4500" data-src="https://freight.cargo.site/t/original/i/289358922ccca5bcb0639d6b02c389b57d1066acbdf032a6c3be57a241f0395e/Variapsody_Monofilter-03.png" data-mid="190065932" border="0"  src="https://freight.cargo.site/w/1000/i/289358922ccca5bcb0639d6b02c389b57d1066acbdf032a6c3be57a241f0395e/Variapsody_Monofilter-03.png" /&#62;


	&#60;img width="980" height="980" width_o="980" height_o="980" data-src="https://freight.cargo.site/t/original/i/203eaa03a369c316d97a3efcaae7255f3eb2217443d5ef9e5cc649d837e019e5/Screenshot-2023-09-07-121356.jpg" data-mid="190066027" border="0" data-scale="61" src="https://freight.cargo.site/w/980/i/203eaa03a369c316d97a3efcaae7255f3eb2217443d5ef9e5cc649d837e019e5/Screenshot-2023-09-07-121356.jpg" /&#62;&#60;img width="701" height="603" width_o="701" height_o="603" data-src="https://freight.cargo.site/t/original/i/f4842aba85e217634bf4d486e28bde6d092bee255c028f20d5525d5af4296ece/Screenshot-2023-09-07-121625.jpg" data-mid="190066371" border="0" data-scale="63" src="https://freight.cargo.site/w/701/i/f4842aba85e217634bf4d486e28bde6d092bee255c028f20d5525d5af4296ece/Screenshot-2023-09-07-121625.jpg" /&#62;


	3. VIBESHOT
Captures the listening context in a journal-like digital page.&#38;nbsp;

This reflects the associative nature of how we form memories.


&#38;nbsp;&#60;img width="3368" height="6000" width_o="3368" height_o="6000" data-src="https://freight.cargo.site/t/original/i/88c8eb2fac0e1502b696d9568c44cff520c4c82da7b2b7ed054aed50c01da72f/ID_BouGhanemMajed_image-8.jpg" data-mid="165170147" border="0" data-scale="47" src="https://freight.cargo.site/w/1000/i/88c8eb2fac0e1502b696d9568c44cff520c4c82da7b2b7ed054aed50c01da72f/ID_BouGhanemMajed_image-8.jpg" /&#62;


	WHY? 
(again but more academic)


While conventional PPIs (’Positive Psychology Interventions’ such as self-reflection in a journal or reading self-help book) are proven to work, they often require users to initiate a new habit or behavior.


Variapsody showcases ways in which designing around everyday activities lowers the effort needed for frequent “Positive Psychology Intervention” use. (Music listening leading into emotion regulation)


 🔗Variapsody: Creating Three Interactive Music Listening Experiences that Use Diversified Positive Emotion Regulation Strategies to Promote Subjective Well-being

Published with Dr. Jay Yoon in ACM CHI22’s LBW (Late Breaking Work) 


&#60;img width="9516" height="4306" width_o="9516" height_o="4306" data-src="https://freight.cargo.site/t/original/i/195f22395792950d636d14c959ad85cb6fc9b707a57cbd58b1a75e6107dd2b0b/DiagramRemake1_Illustrator.png" data-mid="165170202" border="0"  src="https://freight.cargo.site/w/1000/i/195f22395792950d636d14c959ad85cb6fc9b707a57cbd58b1a75e6107dd2b0b/DiagramRemake1_Illustrator.png" /&#62;


While conventional PPIs (Positive Psychology Interventions such as self-reflection in a journal or reading self-help book) are proven to work, they often require users to initiate a new habit or behavior.


Also Featured on:
🔗RISD Graduate Thesis Show 2021
🔗 ICADE21: Tsinghua International Conference on Art and Design Education.


Things: Where to go? (21/60)


Emotions x Wellbeing?


&#38;nbsp; &#38;nbsp; Despite their
transience, emotions have a long-term impact on our experience as they influence
the ways we perceive, think, and behave. In particular, positive emotions are known to increase
one’s creativity, willingness to try novel activities, and facilitate forming
lasting social connections&#38;nbsp;[🔗].


Enabling and supporting the capacity for emotion regulation has been considered an
effective approach to improving overall well-being. Emotion Regulation (ER) refers
to “how we try to influence which emotions we have, when we have them, and how
we experience and express these emotions.&#38;nbsp;[🔗]”


Variapsody —&#38;nbsp; ‘Vari’ for variety, variation, variability and ‘apsody’ from rhapsody, an effusively enthusiastic or ecstatic expression of feeling. —

is an interactive music listening device with three
features, each focusing on one of three emotion regulation strategies:The Reaction Tile inscribes one’s reaction to music onto a tangible, domino-sized
tile to encourage paying close attention to emotional stimuli in music (i.e., attentional
deployment).The Monofilter muffles music (situation modification) for easier monotasking. In other words, it blunts the salience of music to give users control over their cognitive bandwidth.The third is the Vibelist that helps
a person capture the context of music listening experiences in the form of a
digital collage that can serve as a source of reflection and reappraisal of
past events (cognitive change).
&#60;img width="1920" height="1031" width_o="1920" height_o="1031" data-src="https://freight.cargo.site/t/original/i/7f45957a92179354cb42126b410f160ba401baeb9ec69e43a84e6ed513ba635a/ThreeProtos_SidebySide.png" data-mid="165170205" border="0"  src="https://freight.cargo.site/w/1000/i/7f45957a92179354cb42126b410f160ba401baeb9ec69e43a84e6ed513ba635a/ThreeProtos_SidebySide.png" /&#62;
&#60;img width="1920" height="795" width_o="1920" height_o="795" data-src="https://freight.cargo.site/t/original/i/27b20c5f48f40bd91795ba4fbba13a397bd8448416b5126473e755b348a1e1d7/ReactionTIle_FlowDiagram.jpg" data-mid="165170207" border="0"  src="https://freight.cargo.site/w/1000/i/27b20c5f48f40bd91795ba4fbba13a397bd8448416b5126473e755b348a1e1d7/ReactionTIle_FlowDiagram.jpg" /&#62;
&#60;img width="1920" height="795" width_o="1920" height_o="795" data-src="https://freight.cargo.site/t/original/i/d422381f29bac441773f18ec2290ec2fee047eab8b45aaddec8a5a484876ce40/Monofilter_FlowDiagram.jpg" data-mid="165170209" border="0"  src="https://freight.cargo.site/w/1000/i/d422381f29bac441773f18ec2290ec2fee047eab8b45aaddec8a5a484876ce40/Monofilter_FlowDiagram.jpg" /&#62;
&#60;img width="2430" height="1080" width_o="2430" height_o="1080" data-src="https://freight.cargo.site/t/original/i/f21c5e355424133de3a82405ba11a17605f4de6ef1bf36ac9123826cb983c6c0/Artboard-1.png" data-mid="165170203" border="0"  src="https://freight.cargo.site/w/1000/i/f21c5e355424133de3a82405ba11a17605f4de6ef1bf36ac9123826cb983c6c0/Artboard-1.png" /&#62;


In addition, by providing three separate features on the same device (each catered to a different music listening use-case), Variapsody enables users to expand their repertoire of emotion regulation (regulatory diversity).


Why tangible?&#38;nbsp; &#38;nbsp; The tangibility of an artifact can add value by making PPIs more engaging to
use and elevate their integration into people’s daily contexts. Being
physical, tangible PPIs and their outcomes (e.g., receipts or tokens as a
symbolic representation of the experience) can serve as visual reminders to use
them and help users reminisce of their experiences.&#38;nbsp;


How it works/ Prototyping progress

	&#60;img width="640" height="640" width_o="640" height_o="640" data-src="https://freight.cargo.site/t/original/i/090c4f9f45acfdb25dd77de33918da75a6c55cc2ec8eb1613db48e2c6276e3f6/ID_BouGhanemMajed_image-11.jpg" data-mid="165170149" border="0"  src="https://freight.cargo.site/w/640/i/090c4f9f45acfdb25dd77de33918da75a6c55cc2ec8eb1613db48e2c6276e3f6/ID_BouGhanemMajed_image-11.jpg" /&#62;Input is Heart rate variabilityHeart rate sensor, screen with Arduino. No processing beyond that to calculate HRV. Prototyped mechanical way of inscribing, but photo-chemical more miniaturizable (not prototyped).


&#60;img width="385" height="535" width_o="385" height_o="535" data-src="https://freight.cargo.site/t/original/i/f991fdc36d615b475f2ced900fe5bbe92343eeecc303796ff8ad62e2ebeeff4d/RreactionTile.png" data-mid="165170198" border="0" data-scale="61" src="https://freight.cargo.site/w/385/i/f991fdc36d615b475f2ced900fe5bbe92343eeecc303796ff8ad62e2ebeeff4d/RreactionTile.png" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/da23da37b0a0bf03d18a59362f80baa91e61522c6f6049b84879cbbca2e7a01b/IMG_20210504_143518.jpg" data-mid="165170182" border="0"  src="https://freight.cargo.site/w/1000/i/da23da37b0a0bf03d18a59362f80baa91e61522c6f6049b84879cbbca2e7a01b/IMG_20210504_143518.jpg" /&#62;


	&#60;img width="640" height="640" width_o="640" height_o="640" data-src="https://freight.cargo.site/t/original/i/2bb4d7c69703ac35f0fe03ee5a05b62c234ce3645c86eff584fa6ba7526c0032/ID_BouGhanemMajed_image-12.jpg" data-mid="165170151" border="0"  src="https://freight.cargo.site/w/640/i/2bb4d7c69703ac35f0fe03ee5a05b62c234ce3645c86eff584fa6ba7526c0032/ID_BouGhanemMajed_image-12.jpg" /&#62;Realtime digital signal processing of the musical signal (i.e. lowpass filter, reverb, removing vocals)All the above prototyped and applied to input signal (3.5mm jack) to a Bela board, running PureData. Middle knob controls duration between occasional “moments of clarity” (clear glimpses of the song). The “instant clarity button” safeguards user autonomy by allowing momentarily bypassing filter during a song section they like.&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/99ca0636342833af108a7d025563133c35db6eb98f5488e700417442a21e6050/IMG_20210515_194157.jpg" data-mid="165170184" border="0"  src="https://freight.cargo.site/w/1000/i/99ca0636342833af108a7d025563133c35db6eb98f5488e700417442a21e6050/IMG_20210515_194157.jpg" /&#62;


	&#60;img width="640" height="640" width_o="640" height_o="640" data-src="https://freight.cargo.site/t/original/i/51f1a0ae95eb8b79177160e6659da9ff7a6ea040ebbbf30c1b7011eb18a8be55/ID_BouGhanemMajed_image-13.jpg" data-mid="165170152" border="0"  src="https://freight.cargo.site/w/640/i/51f1a0ae95eb8b79177160e6659da9ff7a6ea040ebbbf30c1b7011eb18a8be55/ID_BouGhanemMajed_image-13.jpg" /&#62;APIs to pull data of song, time and place of ‘vibeshot’ (Spotify, weather, location) and self-reported entries (text, photo, feelings see Mood Meter)Weather, Spotify API worked. Did not integrate them into a app (eg database + UI) that also allows text, photo entries.


Discovery / Design / Production phase photos

&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/7023bc876ecbad49c9ceab9ab71b173fecc677a0413c84a86075c6d411020fa7/IMG_20210513_165156.jpg" data-mid="165170183" border="0"  src="https://freight.cargo.site/w/1000/i/7023bc876ecbad49c9ceab9ab71b173fecc677a0413c84a86075c6d411020fa7/IMG_20210513_165156.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/19562684869e99ef0902ca5b7b7e1c9fd1cf8c0a61829693383342272429b110/IMG_20210608_150917.jpg" data-mid="165170196" border="0"  src="https://freight.cargo.site/w/1000/i/19562684869e99ef0902ca5b7b7e1c9fd1cf8c0a61829693383342272429b110/IMG_20210608_150917.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/695d0cf12252a02ec8f64022bf6abca95ffb6d6e93ae3b2ba7fb13497bac9300/IMG_20210608_144409.jpg" data-mid="165170189" border="0"  src="https://freight.cargo.site/w/1000/i/695d0cf12252a02ec8f64022bf6abca95ffb6d6e93ae3b2ba7fb13497bac9300/IMG_20210608_144409.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/90a3b41f1c79320d20ae88ee5cb3f51539ee269740270e9709f60c62c3999889/IMG_20210406_150859.jpg" data-mid="165170172" border="0"  src="https://freight.cargo.site/w/1000/i/90a3b41f1c79320d20ae88ee5cb3f51539ee269740270e9709f60c62c3999889/IMG_20210406_150859.jpg" /&#62;
&#60;img width="1020" height="818" width_o="1020" height_o="818" data-src="https://freight.cargo.site/t/original/i/13dee5e6e8704b597fb17df3c7245521e9edf445b9bf14fc849e3c427ea76b8f/reactiontilesketch.png" data-mid="165170201" border="0"  src="https://freight.cargo.site/w/1000/i/13dee5e6e8704b597fb17df3c7245521e9edf445b9bf14fc849e3c427ea76b8f/reactiontilesketch.png" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/188ab6eeb0facc9086ff5a2fb4aadbdeb5b06fb334f9cfe6b1897a3b7a15870d/IMG_20211211_151358.jpg" data-mid="165170199" border="0"  src="https://freight.cargo.site/w/1000/i/188ab6eeb0facc9086ff5a2fb4aadbdeb5b06fb334f9cfe6b1897a3b7a15870d/IMG_20211211_151358.jpg" /&#62;
&#60;img width="729" height="392" width_o="729" height_o="392" data-src="https://freight.cargo.site/t/original/i/2d354e083765010043a8a38c547ee89fd9f3c24479f816db8da0c134d8998d4e/recordemotion.jpg" data-mid="165170167" border="0"  src="https://freight.cargo.site/w/729/i/2d354e083765010043a8a38c547ee89fd9f3c24479f816db8da0c134d8998d4e/recordemotion.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/0d1d33a711865e08dcafdf4e2a9f8641325ed6e8597f31c8dafa3d98fa4cfe12/IMG_20210608_144448.jpg" data-mid="165170192" border="0"  src="https://freight.cargo.site/w/1000/i/0d1d33a711865e08dcafdf4e2a9f8641325ed6e8597f31c8dafa3d98fa4cfe12/IMG_20210608_144448.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/e34351496b0ccbc62723bc6a3e00eab1df5734b12824e86dbc5445674a86e481/IMG_20210608_144419.jpg" data-mid="165170191" border="0"  src="https://freight.cargo.site/w/1000/i/e34351496b0ccbc62723bc6a3e00eab1df5734b12824e86dbc5445674a86e481/IMG_20210608_144419.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/6f6f400c378daa7f27f124dbdf41f766edd2827beb9afc471af87c089309adda/IMG_20210608_144522.jpg" data-mid="165170193" border="0"  src="https://freight.cargo.site/w/1000/i/6f6f400c378daa7f27f124dbdf41f766edd2827beb9afc471af87c089309adda/IMG_20210608_144522.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/dd188bbc0acfa6c0e9c3af501b22ec662c71cfe3d6d63fa62b1434c81a0b3237/IMG_20210608_144321.jpg" data-mid="165170187" border="0"  src="https://freight.cargo.site/w/1000/i/dd188bbc0acfa6c0e9c3af501b22ec662c71cfe3d6d63fa62b1434c81a0b3237/IMG_20210608_144321.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/ade06be3e4f91c1f674ab3380b527978035367b33059d524e6f0486e3b4b88cc/IMG_20210608_144328.jpg" data-mid="165170188" border="0"  src="https://freight.cargo.site/w/1000/i/ade06be3e4f91c1f674ab3380b527978035367b33059d524e6f0486e3b4b88cc/IMG_20210608_144328.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/fa831bc10e41cee9867b9711b98c445f258530e912f07084b78986a295f6279c/IMG_20210518_222345.jpg" data-mid="165170185" border="0"  src="https://freight.cargo.site/w/1000/i/fa831bc10e41cee9867b9711b98c445f258530e912f07084b78986a295f6279c/IMG_20210518_222345.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/35b45349a05a8fdd315a529c4457c7211b224941b10ff98597789b0ec02b2b95/IMG_20210520_154901.jpg" data-mid="165170186" border="0"  src="https://freight.cargo.site/w/1000/i/35b45349a05a8fdd315a529c4457c7211b224941b10ff98597789b0ec02b2b95/IMG_20210520_154901.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/1bda748e1a39415895cac67bd0ed00001c56b71bd61d25b342fecdc0e854e007/IMG_20210316_154859.jpg" data-mid="165170169" border="0"  src="https://freight.cargo.site/w/1000/i/1bda748e1a39415895cac67bd0ed00001c56b71bd61d25b342fecdc0e854e007/IMG_20210316_154859.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/eed6bc2602522a0efdd0b1931b52bc5d89d50b14f19f427fe572d6be5be48844/IMG_20210406_150615.jpg" data-mid="165170170" border="0"  src="https://freight.cargo.site/w/1000/i/eed6bc2602522a0efdd0b1931b52bc5d89d50b14f19f427fe572d6be5be48844/IMG_20210406_150615.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/5b6f3d16606e01353dc756f358ed27f42db33485607f17939b24a772205076fe/IMG_20210404_211643.jpg" data-mid="165170171" border="0"  src="https://freight.cargo.site/w/1000/i/5b6f3d16606e01353dc756f358ed27f42db33485607f17939b24a772205076fe/IMG_20210404_211643.jpg" /&#62;
&#60;img width="6000" height="3368" width_o="6000" height_o="3368" data-src="https://freight.cargo.site/t/original/i/280d9c514b9113d1a638fe6f4d61baf09a3e4c4e10d13aa34a9084098be46b96/IMG_5388.JPG" data-mid="165170175" border="0"  src="https://freight.cargo.site/w/1000/i/280d9c514b9113d1a638fe6f4d61baf09a3e4c4e10d13aa34a9084098be46b96/IMG_5388.JPG" /&#62;


DISCOVERY
I explored and researched far and wide during the thesis research journey. Below are my favorite tangents that didn’t make it to the final thesis.
breathing pattern beads w/ heart rate monitor and sound filter (later simplified to become the Monofilter).
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/8de6f2f65af91a66355fea28d28bd244854c21cb7f999ec24caa2c9b2235887c/IMG_20210318_000821.jpg" data-mid="165170177" border="0"  src="https://freight.cargo.site/w/1000/i/8de6f2f65af91a66355fea28d28bd244854c21cb7f999ec24caa2c9b2235887c/IMG_20210318_000821.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/10fea95c43c5e79948fe445a86a45a35d24558427a55a96361cd5d4aa33495fb/IMG_20210323_144427.jpg" data-mid="165170179" border="0"  src="https://freight.cargo.site/w/1000/i/10fea95c43c5e79948fe445a86a45a35d24558427a55a96361cd5d4aa33495fb/IMG_20210323_144427.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/1314556bf67963002987813b2c5a1d8fe4bce61d74c9ea2237f88a41d5dac020/IMG_20210323_144154.jpg" data-mid="165170178" border="0"  src="https://freight.cargo.site/w/1000/i/1314556bf67963002987813b2c5a1d8fe4bce61d74c9ea2237f88a41d5dac020/IMG_20210323_144154.jpg" /&#62;


Training focus through visual perception: moving between concentration (focusing on a point) and panoramic vision (/open monitoring). Animation and tabletop prototype. A tool to practice diving into, or pulling out of, tunnel vision.

&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/d1d56e40ed03be7da501c361b38589f804bc0b22ad0008d9e222447a98aeadb1/IMG_20210311_103425.jpg" data-mid="165170163" border="0"  src="https://freight.cargo.site/w/1000/i/d1d56e40ed03be7da501c361b38589f804bc0b22ad0008d9e222447a98aeadb1/IMG_20210311_103425.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/9ec642eb3c3a0f6ff283414a66be5267b78258343d04d46bf885d2aa89bb317d/IMG_20210401_224434.jpg" data-mid="165170164" border="0"  src="https://freight.cargo.site/w/1000/i/9ec642eb3c3a0f6ff283414a66be5267b78258343d04d46bf885d2aa89bb317d/IMG_20210401_224434.jpg" /&#62;
&#60;img width="3024" height="4032" width_o="3024" height_o="4032" data-src="https://freight.cargo.site/t/original/i/4b3660600474de91691a8e784fd9702a5b302eafef0be6bb1fb4cbe3df9dd5d9/IMG_20210401_224441.jpg" data-mid="165170165" border="0"  src="https://freight.cargo.site/w/1000/i/4b3660600474de91691a8e784fd9702a5b302eafef0be6bb1fb4cbe3df9dd5d9/IMG_20210401_224441.jpg" /&#62;


&#60;img width="1920" height="1280" width_o="1920" height_o="1280" data-src="https://freight.cargo.site/t/original/i/b0a13caf115270b23c23798eec3e389437ec1923e1a3b315c8ba889d05a2691b/PhoneLockScreen.jpg" data-mid="165170168" border="0" alt="A lock screen that addresses the problem of inattention while using smartphones. Provides prompts for users to reflect or define the digital experience they seek." data-caption="A lock screen that addresses the problem of inattention while using smartphones. Provides prompts for users to reflect or define the digital experience they seek." src="https://freight.cargo.site/w/1000/i/b0a13caf115270b23c23798eec3e389437ec1923e1a3b315c8ba889d05a2691b/PhoneLockScreen.jpg" /&#62;
&#60;img width="4032" height="3024" width_o="4032" height_o="3024" data-src="https://freight.cargo.site/t/original/i/bbcbb26d2b83733b27c33c9cf96d6ad8ad257d4de39bcff1cc18b6e7e9147318/IMG_20210311_103409.jpg" data-mid="165170173" border="0" alt="Some doodles to visualize guided mindfulness meditation steps (eg contact points, body scan, noting technique)" data-caption="Some doodles to visualize guided mindfulness meditation steps (eg contact points, body scan, noting technique)" src="https://freight.cargo.site/w/1000/i/bbcbb26d2b83733b27c33c9cf96d6ad8ad257d4de39bcff1cc18b6e7e9147318/IMG_20210311_103409.jpg" /&#62;

	
</description>
		
	</item>
		
		
	<item>
		<title>SoundFlow</title>
				
		<link>https://majed.studio/SoundFlow</link>

		<pubDate>Wed, 28 Oct 2020 20:46:06 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/SoundFlow</guid>

		<description>


SOUNDFLOW
  A music-listening UI that lays out the broad context of music and allows annotation 
(2020)
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/c531466e7aa39b9c5f2d10243f58ed1e040b9260db07239cc5b3c1565d6716b0/Render.png" data-mid="166720237" border="0"  src="https://freight.cargo.site/w/1000/i/c531466e7aa39b9c5f2d10243f58ed1e040b9260db07239cc5b3c1565d6716b0/Render.png" /&#62;


EXPLORATION


	It started from this: I find myself trying to remember certain sections, putting them in playlists, and sharing them with friends. 
a common use-case for sharing music is wanting others to experience a&#38;nbsp; specific section / segment. 
Explanatory prototype: Flagdrop lets you define segments of a song that you want to save, with a tag, into categories, and has a social feature.


&#60;img width="1905" height="1072" width_o="1905" height_o="1072" data-src="https://freight.cargo.site/t/original/i/09942de8fb3c71eff49238fc889ed8138aba0457cac19be5a15f0a9cf432fd60/flagdrop.PNG" data-mid="86992733" border="0" data-scale="100" src="https://freight.cargo.site/w/1000/i/09942de8fb3c71eff49238fc889ed8138aba0457cac19be5a15f0a9cf432fd60/flagdrop.PNG" /&#62;


	User Research:I prepared a survey for people to express in their own words their subjective experience of music listening.


&#38;nbsp; &#38;nbsp; User research led me to insights I wasn’t well aware of and so I changed my design statement to focus broadly on listening to recorded music.
&#38;nbsp; &#38;nbsp; 
 There are layers of things people care about, some more dedicated listeners or musicians care about some of the technicalities of the instruments, or the production, or the story of the band, album, songs.
 I also found out that not everyone cares to share music because not many people they know in real life tend to share their interests. So I pivoted from trying to make sharing certain segments a central feature, into making it just an option.


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" alt=""&#62;


	Precedent Studies:


&#38;nbsp; &#38;nbsp; For digital interfaces I moved into deconstructing the features and compositions of the UI. Digital interfaces brought new things to the table, like the blue areas for example, which are to recommend similar music, or show the discography of the band, or just navigation in general. The yellow areas are just the music player or album art, the red are all descriptions or notes. Each website is good for a different thing, and in many things its generally okay to leave things de-centralized, but i think music interfaces can benefit from putting everything in one place, to reduce the effort involved from jumping from one thing to another


&#38;nbsp; &#38;nbsp; The physical format I found to be important because it’s how people used to consume music before digital interfaces existed, so they were a chance for artists to couple the physical artefact with some booklet, with lyrics or information or imagery. The curation of a tangible experience shouldn’t be a lost art for music.


	&#38;nbsp; &#38;nbsp; &#38;nbsp; &#38;nbsp; &#38;nbsp;Digital interfaces:
&#60;img width="1218" height="688" width_o="1218" height_o="688" data-src="https://freight.cargo.site/t/original/i/d1a3b98231dd9fce1883566d299ae280b18b325b06befefe9fce18746c15a66d/studies.PNG" data-mid="86994975" border="0"  src="https://freight.cargo.site/w/1000/i/d1a3b98231dd9fce1883566d299ae280b18b325b06befefe9fce18746c15a66d/studies.PNG" /&#62;
Physical/Tangible ‘interfaces’:


My analysis of project and discussion:I find now that I was exploring many concepts in one, but they can be split into the following features or target users:

1 - When sharing music, its sometimes to highlight a certain snippet, not the entire song.

2 - A slightly more dedicated or advanced user is someone who is excited for a certain album release and wants to access some context surrounding the album, which is an experience that was lost when songs became digital / streamable.

3 - A specialized user here might be a musician, who is learning, or archiving his favorite riffs.


If I were to pursue any of these now, as a real project, I think the most feasible is 3. But #1 and #2 may be more impactful. #2 is a bigger scale effort since it would requires connecting many stakeholders for collecting and creating content for the artists, then databasing it and diplay it.
	

</description>
		
	</item>
		
		
	<item>
		<title>Renders</title>
				
		<link>https://majed.studio/Renders</link>

		<pubDate>Mon, 07 Dec 2020 23:34:45 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Renders</guid>

		<description>


RENDERS
Assorted renders in Rhino and Blender


“Magma” Headphones. 
Based on album art by Hibiki Miyazaki, for the band Gojira. (this is a fan project)- headband: cork sheet interior, aluminum or plastic exterior (for rigidity and aesthetics, creased/bent in ways that follow album cover graphics)
- mesh of speaker driver cover screen printed (waves from album cover)
- sun on shell of speaker.
	
&#60;img width="767" height="1110" width_o="767" height_o="1110" data-src="https://freight.cargo.site/t/original/i/4f31d447e33dc7af4c1e9377a8b1b4be91129419f256d71444d305ef2ef0c3eb/GojiraHeadphones.png" data-mid="168697902" border="0"  src="https://freight.cargo.site/w/767/i/4f31d447e33dc7af4c1e9377a8b1b4be91129419f256d71444d305ef2ef0c3eb/GojiraHeadphones.png" /&#62;
&#60;img width="1036" height="1110" width_o="1036" height_o="1110" data-src="https://freight.cargo.site/t/original/i/3ace1525417cd19552515a3843af0c00a12244285da8c32e77747e888906c6e1/headphone15.jpg" data-mid="91369442" border="0"  src="https://freight.cargo.site/w/1000/i/3ace1525417cd19552515a3843af0c00a12244285da8c32e77747e888906c6e1/headphone15.jpg" /&#62;
&#60;img width="1024" height="1024" width_o="1024" height_o="1024" data-src="https://freight.cargo.site/t/original/i/a6957182c9dbcc09c8941fba5ad30b1497d7aaf584ff2175889c53f37d84b58c/20200710_182535-COLLAGE-01.jpeg" data-mid="91369448" border="0"  src="https://freight.cargo.site/w/1000/i/a6957182c9dbcc09c8941fba5ad30b1497d7aaf584ff2175889c53f37d84b58c/20200710_182535-COLLAGE-01.jpeg" /&#62;
&#60;img width="472" height="467" width_o="472" height_o="467" data-src="https://freight.cargo.site/t/original/i/4564fbbd35bedd460a1413f8c719eb8867bc04e8b11371bca93c6e757ffc875a/magma-cover.jpg" data-mid="168698331" border="0" alt="Gojira - Magma album cover" data-caption="Gojira - Magma album cover" src="https://freight.cargo.site/w/472/i/4564fbbd35bedd460a1413f8c719eb8867bc04e8b11371bca93c6e757ffc875a/magma-cover.jpg" /&#62;


	Chairs
	
&#60;img width="1831" height="1009" width_o="1831" height_o="1009" data-src="https://freight.cargo.site/t/original/i/ef59aa9800f2fdd719b3496daff05efd77659dfdc6d27fdaa9925849ee660f30/Eames5.jpg" data-mid="126504109" border="0"  src="https://freight.cargo.site/w/1000/i/ef59aa9800f2fdd719b3496daff05efd77659dfdc6d27fdaa9925849ee660f30/Eames5.jpg" /&#62;
&#60;img width="1831" height="1009" width_o="1831" height_o="1009" data-src="https://freight.cargo.site/t/original/i/59b2d8d6dcf8bd2ef812b4fd288340f57f534d038b4482c7b08b3b82b814e324/Eames3.jpg" data-mid="126504231" border="0"  src="https://freight.cargo.site/w/1000/i/59b2d8d6dcf8bd2ef812b4fd288340f57f534d038b4482c7b08b3b82b814e324/Eames3.jpg" /&#62;
&#60;img width="1831" height="1009" width_o="1831" height_o="1009" data-src="https://freight.cargo.site/t/original/i/0c1d5a9a10d2f1c81f298e39729db9d769766b438f2a80320b91994e95c3a263/Eames2.jpg" data-mid="126504196" border="0"  src="https://freight.cargo.site/w/1000/i/0c1d5a9a10d2f1c81f298e39729db9d769766b438f2a80320b91994e95c3a263/Eames2.jpg" /&#62;

	
&#60;img width="1831" height="1009" width_o="1831" height_o="1009" data-src="https://freight.cargo.site/t/original/i/fc36e3150a5398bd81fce36801a40ec82c6aee489706f1362f1eece321145986/PantonRender2.jpg" data-mid="126504333" border="0"  src="https://freight.cargo.site/w/1000/i/fc36e3150a5398bd81fce36801a40ec82c6aee489706f1362f1eece321145986/PantonRender2.jpg" /&#62;
&#60;img width="1831" height="1009" width_o="1831" height_o="1009" data-src="https://freight.cargo.site/t/original/i/b86b48e2845f78759b7ec580bb163d065d75fff232323d037bb227bc09078db4/PantonRender4.jpg" data-mid="126504334" border="0"  src="https://freight.cargo.site/w/1000/i/b86b48e2845f78759b7ec580bb163d065d75fff232323d037bb227bc09078db4/PantonRender4.jpg" /&#62;
&#60;img width="1279" height="1431" width_o="1279" height_o="1431" data-src="https://freight.cargo.site/t/original/i/682a690cb6d92fcfabc0c012e83550240fdf58446cdc6bb9f0643977c6955020/6_.JPG" data-mid="126504338" border="0"  src="https://freight.cargo.site/w/1000/i/682a690cb6d92fcfabc0c012e83550240fdf58446cdc6bb9f0643977c6955020/6_.JPG" /&#62;
&#60;img width="1580" height="1730" width_o="1580" height_o="1730" data-src="https://freight.cargo.site/t/original/i/dd29862098b9429a13de13f4f7e53a527a579c9d310dc293a27f984a85cba51d/8_.JPG" data-mid="126504339" border="0"  src="https://freight.cargo.site/w/1000/i/dd29862098b9429a13de13f4f7e53a527a579c9d310dc293a27f984a85cba51d/8_.JPG" /&#62;
&#60;img width="1030" height="1446" width_o="1030" height_o="1446" data-src="https://freight.cargo.site/t/original/i/25cbe4afa18d182745843b4652c2d4a3ff0c2d6a33a5f5f666a042a5696b3cde/5_.JPG" data-mid="126504336" border="0"  src="https://freight.cargo.site/w/1000/i/25cbe4afa18d182745843b4652c2d4a3ff0c2d6a33a5f5f666a042a5696b3cde/5_.JPG" /&#62;


	Children Books for climate change
The children of today are the adults of 2050: a very different climate-changed landscape. The concept is to make books that embody the ecological, material and socioeconomic realities of the future (climate migration, housing and material, extinction of species, natural disaster...). The latter are reflected in the titles and activities contained in the book.
	&#60;img width="1347" height="1100" width_o="1347" height_o="1100" data-src="https://freight.cargo.site/t/original/i/c7b3f5758383222065158740e9e91e07f41255001b0b4f76cd8e61177a6665c4/skybulb0.jpg" data-mid="166711776" border="0" data-scale="100" src="https://freight.cargo.site/w/1000/i/c7b3f5758383222065158740e9e91e07f41255001b0b4f76cd8e61177a6665c4/skybulb0.jpg" /&#62;
	
&#60;img width="2350" height="1179" width_o="2350" height_o="1179" data-src="https://freight.cargo.site/t/original/i/447b00cc699c3f881d3651055d1fc4f0fae4af519aba9de7b61113bd1741191b/Stamping2.jpg" data-mid="166711785" border="0"  src="https://freight.cargo.site/w/1000/i/447b00cc699c3f881d3651055d1fc4f0fae4af519aba9de7b61113bd1741191b/Stamping2.jpg" /&#62;
&#60;img width="2350" height="1179" width_o="2350" height_o="1179" data-src="https://freight.cargo.site/t/original/i/721a494ae0211b93da7fc677b8d0841836f0109f69dc3832e0dc0fbdd1332753/Endangered4.jpg" data-mid="166711772" border="0"  src="https://freight.cargo.site/w/1000/i/721a494ae0211b93da7fc677b8d0841836f0109f69dc3832e0dc0fbdd1332753/Endangered4.jpg" /&#62;


&#60;img width="2193" height="1100" width_o="2193" height_o="1100" data-src="https://freight.cargo.site/t/original/i/a722dfd1c1c83cb191f07ec836a81b2045288e2d56103a2b4bf9dde3df4cfc33/stack.jpg" data-mid="166711780" border="0"  src="https://freight.cargo.site/w/1000/i/a722dfd1c1c83cb191f07ec836a81b2045288e2d56103a2b4bf9dde3df4cfc33/stack.jpg" /&#62;
&#60;img width="2350" height="1179" width_o="2350" height_o="1179" data-src="https://freight.cargo.site/t/original/i/15160a6eb2d2d90da02117ffd2be2d4145ba7c1405c764b8e9d6a26a495bb790/Birthday2.jpg" data-mid="166711768" border="0"  src="https://freight.cargo.site/w/1000/i/15160a6eb2d2d90da02117ffd2be2d4145ba7c1405c764b8e9d6a26a495bb790/Birthday2.jpg" /&#62;


Briq
Traditional water pitcher redesigned. Briqs / Ibriqs are usually in terracotta (cools the water via evaporative cooling) but glass is also popular.

I prepared a positive form for a plaster mold for slipcasting.&#38;nbsp;
	
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/dfd0cccc82cc19ae64c1a376ec08dc716848725f593a443c14124aa854cfe0c5/Render2.png" data-mid="165706020" border="0"  src="https://freight.cargo.site/w/1000/i/dfd0cccc82cc19ae64c1a376ec08dc716848725f593a443c14124aa854cfe0c5/Render2.png" /&#62;
&#60;img width="1992" height="1120" width_o="1992" height_o="1120" data-src="https://freight.cargo.site/t/original/i/29f14e5905f90ca2e66d4695791efde9018742f7d528667418fefa9bcde60efe/sidebyside.jpg" data-mid="165707541" border="0"  src="https://freight.cargo.site/w/1000/i/29f14e5905f90ca2e66d4695791efde9018742f7d528667418fefa9bcde60efe/sidebyside.jpg" /&#62;
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/e2bd54f9c5e97d3e7619cc1bb8ebe558e8191a99732da11603a3b830a8fa0061/Render1.png" data-mid="165706021" border="0"  src="https://freight.cargo.site/w/1000/i/e2bd54f9c5e97d3e7619cc1bb8ebe558e8191a99732da11603a3b830a8fa0061/Render1.png" /&#62;


Watch with symbols

	
&#60;img width="852" height="1028" width_o="852" height_o="1028" data-src="https://freight.cargo.site/t/original/i/f92cae7f4c6f6038efd5c145c5defdeb1d58c36d17e063102cd13f0b8e4dfee8/watch_3.jpg" data-mid="91369445" border="0"  src="https://freight.cargo.site/w/852/i/f92cae7f4c6f6038efd5c145c5defdeb1d58c36d17e063102cd13f0b8e4dfee8/watch_3.jpg" /&#62;
&#60;img width="971" height="641" width_o="971" height_o="641" data-src="https://freight.cargo.site/t/original/i/9bc40af951a2fd1e49b6cf9c173b4aaa824429b6133ee8f692d6e6ea82989735/watch_2.jpg" data-mid="91369444" border="0"  src="https://freight.cargo.site/w/971/i/9bc40af951a2fd1e49b6cf9c173b4aaa824429b6133ee8f692d6e6ea82989735/watch_2.jpg" /&#62;


</description>
		
	</item>
		
		
	<item>
		<title>Moshpit Simulator</title>
				
		<link>https://majed.studio/Moshpit-Simulator</link>

		<pubDate>Mon, 06 Dec 2021 19:17:49 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Moshpit-Simulator</guid>

		<description>


MOSHPIT SIMULATOR&#38;nbsp;

I noticed the crowd + moshers at a concert behave like fluids. 

So I simulated it.


The goal was to explore the “emergent properties” of a concert crowd based on few rules that apply to everyone individually.


The 2D demo below is the first version.
(with sound~)
&#60;img width="2802" height="645" width_o="2802" height_o="645" data-src="https://freight.cargo.site/t/original/i/fec2eaa82f89c5b0d6ec3f24f3c1c1ba3aa46920e8da73644ed29dc3228920bf/introimage.JPG" data-mid="126657875" border="0"  src="https://freight.cargo.site/w/1000/i/fec2eaa82f89c5b0d6ec3f24f3c1c1ba3aa46920e8da73644ed29dc3228920bf/introimage.JPG" /&#62;


	INDEX:

Discovery: how fluid mechanics cross-pollinated with metal concerts.

Design: How might we parametrize the internal and external factors that influence behavior.

Development: Coding, troubleshooting and evolving the design through making.

Level Up:&#38;nbsp;Remaking the simulator on Unity (game engine), enabling audio-visualization, materials, etc.
	

	DISCOVERY
	

In the Fall of 2016, I took a class on Fluid mechanics. Any busy street will reveal parallels between the movement of crowds and fluids (eg in a pipe, fluid moves fastest in the center and slowest near the edges). I found this fascinating and carried this metaphorical lens to crowds at concerts. In Spring 2017, I attended many concerts in venues of varying capacities in NY and observed crowds and moshpits. I noticed that each person’s individual level of engagement with the music (temperature) contributes to whether they are standing still (solid), moving their head/body (liquid) or moshing (gas).


In Jan 2018, I worked on the 2D moshpit simualtor as a final project for the class “Explorable Stories” (NYUSH). In Fall of 2018, I re-made it on Unity.

	
	DESIGN
	

&#60;img width="1245" height="838" width_o="1245" height_o="838" data-src="https://freight.cargo.site/t/original/i/89d340938e6ce07ac47160fcfc54a4149f28933462b7dba9e8c9cfc87389363f/moshpitSimulator1.png" data-mid="126772797" border="0"  src="https://freight.cargo.site/w/1000/i/89d340938e6ce07ac47160fcfc54a4149f28933462b7dba9e8c9cfc87389363f/moshpitSimulator1.png" /&#62;
&#60;img width="1029" height="827" width_o="1029" height_o="827" data-src="https://freight.cargo.site/t/original/i/3c31aafb9af5f1000804b270a19d23886beeaa1f07fe2d934e30853138a49ae7/moshpitSimulator2.png" data-mid="126772796" border="0"  src="https://freight.cargo.site/w/1000/i/3c31aafb9af5f1000804b270a19d23886beeaa1f07fe2d934e30853138a49ae7/moshpitSimulator2.png" /&#62;

^Earliest sketches of this

The moshpit is an intriguing phenomenon because it forms spontaneously. Usually when the shared energy of a crowd crosses a threshold - just like liquids crossing a boiling point. The movement of moshers (gas particles) creates pressure that forms and sustains an open space to accomodate other moshers. A moshpit is like a bubble. A bubble that attracts anyone who is energetic enough to “evaporate” into the bubble, and repel anyone who is caught in the middle but isn’t interested to the edges. People naturally will move somewhere less chaotic to avoid risk.
The code can therefore count the number of people above “boiling point”. If more than 3 - 5 people (I’ve seen moshes start with as little as 2 rowdy people) are found, initiate a bubble center for the mosh circle to form. The circle’s diameter is usually proportional to how many people are in it as well as how energetic/chaotic they are.The complexity begins (or in other words, the lmetaphor breaks down) when considering how each person’s energy is generated. This is a subjective experience and can benefit from user testing, but I used my own + observations to move forward. Those variables are a result of the harmony between the musical qualities (like the pace, or the tension/resolution in transitions) and the personal characteristic of each individual (eg a person’s stamina, familiarity with the music, or drunkness). 
People’s likelihood of moshing varies with:
 how physically they express enjoyment of music, their fitness, level of risk tolerance/aversion,
how intoxicated they are,

the influence of those in close proximity to you,
how familiar they are with the music, etc.
 The rest of the design actually got refined iteratively during the development phase. 
Ideas, problems and solutions came up in the making process.


	DEVELOPMENT

	
Code wise, I used arrays to remember the characteristics of each person (eg familiarity[], drunkness[], “mosh in progress” or MIP[] which holds either 0 or 1 and gets updated frequently). The movement is done by account for x and y positions, velocity and accelerations of every person, essentially creating a physics simulator. 
The custom functions apply forces to each individuals: for example “moshMagic” attracts moshers towards the mosh and pushes non-moshers out (applies force after comparing whether the distance between them and mosh center exceeds the mosh radius). Another function is “stageMagic” which attracts the crowd towards the stage. An important one is “personalSpace” which creates a boundary around each person. This boundary also shrinks the more huddled together people are: making those closer to the stage more densely packed than those behind. This is made to reflect the behavior of crowds in real life too: people are willing to sacrifice personal space to be at the very front!
 

Examples of problems + resolution:Problem 1A: Sideways force moves people to the edge of the screen.
&#60;img width="1720" height="433" src="https://freight.cargo.site/w/1000/i/69545a72f9d259e9b25bd44f299c763f01db4ead77117a1fa71c9ea8987b08c3/moshpitSim_edgestackProblemcode.png"&#62;
&#60;img width="1893" height="843" src="https://freight.cargo.site/w/1000/i/39883ef007f84ecbeff92a75d8cb531c22988edb823ea891cfdd3011ec3edaf9/moshpitSim_edgestackProblem.png"&#62;
&#60;img width="1720" height="433" src="https://freight.cargo.site/w/1000/i/69545a72f9d259e9b25bd44f299c763f01db4ead77117a1fa71c9ea8987b08c3/moshpitSim_edgestackProblemcode.png"&#62;
&#60;img width="1893" height="843" src="https://freight.cargo.site/w/1000/i/39883ef007f84ecbeff92a75d8cb531c22988edb823ea891cfdd3011ec3edaf9/moshpitSim_edgestackProblem.png"&#62;
(what I assumed was a) Solution to 1A: flip the angles:Problem 1B: They’re now lining up in the center
&#60;img width="1655" height="429" src="https://freight.cargo.site/w/1000/i/2927159e676a8d04924d86ff4cb001517c3fc38d9661f87c96f0e7080ef9ed8e/moshpitSim_middlestackProblemcode.png"&#62;
&#60;img width="1909" height="833" src="https://freight.cargo.site/w/1000/i/3d0ef9208f965e4382942cc6601988863fffa045c2193b6b21a94eefcd8f3fb7/moshpitSim_middlestackProblem.png"&#62;
&#60;img width="1655" height="429" src="https://freight.cargo.site/w/1000/i/2927159e676a8d04924d86ff4cb001517c3fc38d9661f87c96f0e7080ef9ed8e/moshpitSim_middlestackProblemcode.png"&#62;
&#60;img width="1909" height="833" src="https://freight.cargo.site/w/1000/i/3d0ef9208f965e4382942cc6601988863fffa045c2193b6b21a94eefcd8f3fb7/moshpitSim_middlestackProblem.png"&#62;
Solution: randomize the angle, so that people get nudged in either direction - the resulting effect would even out people’s vertical position.&#60;img width="1756" height="850" src="https://freight.cargo.site/w/1000/i/411ad7598fee0fe5114347a333e66109508e1cf96cdae1e07254339464465572/moshpitSim_noProblem2.png" style="width: 261.795px; height: 126.723px;"&#62;Problem 1 is fixed.
 but people at the very front are too close together.Problem 2: personal space too unrealistic at the very front.Solution: decrease “scan radius” of the function that shrinks personal space as more people are around. The reason this function exists is to reflect how people are more willing to be lenient with personal space when the trade-off is getting closer to the stage and getting a better view. Notice how there is a gradient in personal space as people move further forward.
&#60;img width="1681" height="422" src="https://freight.cargo.site/w/1000/i/09dbe8681e8f807ae703d1abf2cbbad20033fe61dcf31dc0b9a60a60bfb4ed5b/moshpitSim_FixedPersonalSpacecode.png"&#62;
&#60;img width="1890" height="836" src="https://freight.cargo.site/w/1000/i/da8668fc7c289ad7619ec7b25f5ae8ffd4acb754c6fb8f88246082e2ae93dce6/moshpitSim_FixedPersonalSpace.png"&#62;
&#60;img width="1681" height="422" src="https://freight.cargo.site/w/1000/i/09dbe8681e8f807ae703d1abf2cbbad20033fe61dcf31dc0b9a60a60bfb4ed5b/moshpitSim_FixedPersonalSpacecode.png"&#62;
&#60;img width="1890" height="836" src="https://freight.cargo.site/w/1000/i/da8668fc7c289ad7619ec7b25f5ae8ffd4acb754c6fb8f88246082e2ae93dce6/moshpitSim_FixedPersonalSpace.png"&#62;
The fix was changing the areascanradius (see code) to 2.2 instead of 2.5 (the unit is the size of each person) as well as reduce the effect of the total number of surrounding people on the final personal space (from 1/8 or 12% reduction to 1/10 or 10% reduction).


	LEVEL UP

	
The 3D demo (in Unity) presents the crowd/moshpit simulation as a feature in a game setup in a “space age” in which you are a band from earth touring the galaxy. I also used audio scripts to link the music to particle systems, lighting and movement.


</description>
		
	</item>
		
		
	<item>
		<title>DeNature (2021)</title>
				
		<link>https://majed.studio/DeNature-2021</link>

		<pubDate>Wed, 10 Aug 2022 00:30:28 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/DeNature-2021</guid>

		<description>


DENATURE (2021)A community driven platform for collaborating on projects in science and tech. 
Crowd-learning, crowd-building, crowd-funding

(Designed but never launched) 


Developing a novel product/service is a long process involving many. What if there was a place for developers, scientists, designers and consumers to exchange in ways that benefit both them and the project?


The vision was for DeNature to be a comprehensive platform for community led projects that accounts for contributions. It gives users the ability to propose projects, followed by a period of community voting, reviewing and funding the most popular/impactful.

	
	DESIGN

The following questions informed all UX decisions:


Can everyone go to, see and do what they want in few clicks?

&#60;img width="855" height="812" width_o="855" height_o="812" data-src="https://freight.cargo.site/t/original/i/8eff3c2885cf75a9cede40c746ce67774d0c81d0d85de059801df4033b389f16/MVP1.1_clickDistance.jpg" data-mid="166466912" border="0" data-scale="65" src="https://freight.cargo.site/w/855/i/8eff3c2885cf75a9cede40c746ce67774d0c81d0d85de059801df4033b389f16/MVP1.1_clickDistance.jpg" /&#62;

Is a user’s position in relation to the whole project-lifetime process communicated effectively?


&#60;img width="1600" height="860" width_o="1600" height_o="860" data-src="https://freight.cargo.site/t/original/i/53bf8209f550d435868b3f171248adf768889b6e4091b5077241fd24ea397841/Sequence-01.gif" data-mid="166469598" border="0" data-scale="80" src="https://freight.cargo.site/w/1000/i/53bf8209f550d435868b3f171248adf768889b6e4091b5077241fd24ea397841/Sequence-01.gif" /&#62;
There are 3 personas the website caters to:

1) With a toolkit but without a cause: I want to work on something I find meaningful, but don’t know where to look
2) With a cause but with an incomplete toolkit or map: My project is held up by something I don’t know. I know someone somewhere knows the answer and is willing to help.3) Supporter/learner: I want to support and learn from those working on interesting and meaningful projects, but don’t know where and how.
1) can check early submitted projects in “vote”, and on-going projects in “Review”. Can also network through community events/workshops and forum.
2) can submit a project proposal via “Projets: Submit”, or post specific questions on “Community: Forum”.
3) Can check “Projects: review” and “funding”, as well as browse “Community: Forum” and “Events”.


	VISUAL DESIGN
	

	To capture the complexity of the process / platform, I’ve created illustrations, renders and diagrams to facilitate both internal and external communication.
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/d0043b8876cae998be34deaa754f2b825b42d49890632b2acb9134bc0f61e5bc/1join_withcoin2.png" data-mid="150035479" border="0" alt="Owning the DAO Token, then populating a new profile with credential. The smaller figure with a ring represents one's digital identity" data-caption="Owning the DAO Token, then populating a new profile with credential. The smaller figure with a ring represents one's digital identity" src="https://freight.cargo.site/w/1000/i/d0043b8876cae998be34deaa754f2b825b42d49890632b2acb9134bc0f61e5bc/1join_withcoin2.png" /&#62;
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/da6be2f60f240ef8ac2fcf8c59fa12e2edde26e1d2675f5d858999cbc9e4fc9c/pass1_3in1.png" data-mid="158434035" border="0" alt="A group of users from various disciplines" data-caption="A group of users from various disciplines" src="https://freight.cargo.site/w/1000/i/da6be2f60f240ef8ac2fcf8c59fa12e2edde26e1d2675f5d858999cbc9e4fc9c/pass1_3in1.png" /&#62;
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/c5610640eb1bcf1ba7156e8625e38f5464faf72696438896a7b79b08f1266016/2Submit_proposal_revised2_color.png" data-mid="150035480" border="0" alt="A team of users, with various credibility scores, submit a project proposal to the DAO for review and voting." data-caption="A team of users, with various credibility scores, submit a project proposal to the DAO for review and voting." src="https://freight.cargo.site/w/1000/i/c5610640eb1bcf1ba7156e8625e38f5464faf72696438896a7b79b08f1266016/2Submit_proposal_revised2_color.png" /&#62;
&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/e53c61cf5478fca586928fe8030515f79d437dd128b806605688e21acaa42687/3vote_postEdit1.png" data-mid="150035481" border="0" alt="The DAO community vote with their tokens on proposals they find meaningful / important. The top three are filtered and move on to the next phase" data-caption="The DAO community vote with their tokens on proposals they find meaningful / important. The top three are filtered and move on to the next phase" src="https://freight.cargo.site/w/1000/i/e53c61cf5478fca586928fe8030515f79d437dd128b806605688e21acaa42687/3vote_postEdit1.png" /&#62;
&#60;img width="424" height="622" width_o="424" height_o="622" data-src="https://freight.cargo.site/t/original/i/d6e9a6e8d472184f526e56cb7af7c2bea38d940866d1346bb16ed2032918ceca/BuildTogether.png" data-mid="152147978" border="0" alt="Illustration showing various disciplines contributing to a project. &#38;quot;DeNature&#38;quot; comes from the process of denature a protein, but the prefix &#38;quot;De-&#38;quot; also represents decentralizations (of work, of fund contribution, etc)" data-caption="Illustration showing various disciplines contributing to a project. &#38;quot;DeNature&#38;quot; comes from the process of denature a protein, but the prefix &#38;quot;De-&#38;quot; also represents decentralizations (of work, of fund contribution, etc)" src="https://freight.cargo.site/w/424/i/d6e9a6e8d472184f526e56cb7af7c2bea38d940866d1346bb16ed2032918ceca/BuildTogether.png" /&#62;


DISCOVERY

	
Crowdfunding enable people to develop a product with little upfront cost, since it only goes into production if there is enough demand (the funding goal is met). 
We explored the additional challenges of developing a product, even pre-kickstarter:- technical feasbility. crowdfunding platforms have varying degree of vetting and this review is internal. DeNature can allow anyone - including backers/funders - to write a review on what they are experts on. This community driven transparency helps both troubleshoot issues in advance and reveal design opportunities.
- Having the right team: some passion projects never make it to these platforms. DeNature could also be a space for various disciplines to meet. For example a computer scientist can meet a designer to work with, or a scientist can find manufacturing engineers.
We aimed to facilitate exchange among the following personas: With a toolkit but without a cause: I want to work on something I find meaningful, but don’t know where to lookWith a cause but with an incomplete toolkit or map: My project is held up by something I don’t know. I know someone somewhere knows the answer and is willing to help.supporter/learner: I want to support and learn from those working on interesting and meaningful projects, but don’t know where and how.
We are a team that understands the value multidisciplinarity brings to the table: whether it is lab-meetings, design ideation sprints, troubleshooting and problem solving. There is plenty of anecdotes and literature about the value of novel perspectives yet crowd-sourcing, crowd-learning and crowd-funding platforms remain fragmented. We explored the space of Decentralized Science: a movement looking to streamline the process of scientific research, funding, publishing, etc using blockchain technologies. DAOs (Decentralized Autonomous Organizations) can play a role by providing a central currency that can stand for non-monetary exchanges or accounting (eg contribution, merit-based credit system).


	DESIGN (2)
	

&#38;nbsp; &#38;nbsp;&#38;nbsp;

 
Some describe DAOs (Decentralized autonomous organization) as a chat group with a shared wallet. A DAO is a technological boundary for a group of people, that often form around common interest or cause, that enables the use of virtual tokens for identity, participation and payment. It is like a mini economy, except the tokens can do more than be bought and sold: they can translate into voting power, they can embody membership in a sub-group (eg a “developer” token can be different from a “designer” token).


Designing a DAO is analogous to laying the infrastructure for social coordination: one can create a currency for voting, exchanging value (like $), accounting for exchange of insights (like upvotes on reddit). Since we hoped to facilitate the building of projects for a range of stakeholders/users (scientists, designers, funders), the complexity of the various needs makes it ultimately a UX puzzle. Since DAOs are very novel tools, there is no rulebook, and no effective way to define or describe them since they are context specific.

The popular/dominant DAOs at the time involved owning their token for membership, and very few went beyond being functioning as investment DAOs. Participating in action or decision in the DAO involved voting mechanisms that determine a member’s impact on the vote using varying rules.Our approach was to converge towards rewarding the members providing value with the native token as closely as possible to the moment it is provided, and charging those who are provided value / setup a structure to recieve value (Eg a proposal on which members can give feedback). For example, those who provide critical feedback during projects are rewarded tokens from a pre-set wallet setup during project proposal phase.

I also wrote about what I learn from (and about) being a co-founder working in a small team. Read my short blog post.


</description>
		
	</item>
		
		
	<item>
		<title>Rifflab</title>
				
		<link>https://majed.studio/Rifflab</link>

		<pubDate>Sun, 17 Apr 2022 03:56:58 +0000</pubDate>

		<dc:creator>Majed BouGhanem</dc:creator>

		<guid isPermaLink="true">https://majed.studio/Rifflab</guid>

		<description>


RIFFLAB
A tool for music recording, archiving and ideating
	

&#60;img width="1920" height="1080" width_o="1920" height_o="1080" data-src="https://freight.cargo.site/t/original/i/494ec68d9ea2aa9f30b863c4d169ff5422535c227d2910069a2d06b499b7f0e8/Rifflab_Render_with-kirk.png" data-mid="166074437" border="0" alt="Kirk Hammett (Metallica) Jamming carefree, knowing his riffs are safe. Kirk lost more than 250 riffs when he left his phone in a taxi (2014). This is a render + photoshop." data-caption="Kirk Hammett (Metallica) Jamming carefree, knowing his riffs are safe. Kirk lost more than 250 riffs when he left his phone in a taxi (2014). This is a render + photoshop." src="https://freight.cargo.site/w/1000/i/494ec68d9ea2aa9f30b863c4d169ff5422535c227d2910069a2d06b499b7f0e8/Rifflab_Render_with-kirk.png" /&#62;


Riffs are fruits of spiritual laborAnd they come to us at random times. Phones are the most immediately available device to capture them. Default recording apps works, but there are contextual pain points for musicians.

 
	PAIN POINTS
	SOLUTIONS
	

	1
	

Beyond words At it’s birth, a musical idea is outside language. But computers need file names.


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/24cfba5ed400a5c42c750608a8b05ab016816d959e45cc432f6ba72f5eaa3847/Naming0.JPG" data-mid="167381773" border="0"  src="https://freight.cargo.site/w/1000/i/24cfba5ed400a5c42c750608a8b05ab016816d959e45cc432f6ba72f5eaa3847/Naming0.JPG" /&#62;
	

Quasi-random namingOffload the cogntive load to a random name generator. Some bands even leave the naming of songs on album to the very end.


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/aed2e6a0c51336554cb0b5eb42d043f9c70f1df4479cdf4c26861f40311d780e/Naming1.JPG" data-mid="167381774" border="0"  src="https://freight.cargo.site/w/1000/i/aed2e6a0c51336554cb0b5eb42d043f9c70f1df4479cdf4c26861f40311d780e/Naming1.JPG" /&#62;


	2
	

Reviewing takes long So we avoid longer jam sessions. Not to mention storage: losing phone = losing riffs


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/55b748bbffd0cb2a10f2cd7eecf25af1858c1e559e3049cd4de70e8f9a27caa0/Cropping0.JPG" data-mid="167381771" border="0"  src="https://freight.cargo.site/w/1000/i/55b748bbffd0cb2a10f2cd7eecf25af1858c1e559e3049cd4de70e8f9a27caa0/Cropping0.JPG" /&#62;&#38;nbsp;


Crop, Trim, SplitAt any point. Go through it once, and the resulting bits can be tagged and indexed later.


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/646e83f2886aa78076ba96a01c297112a2c2722d2c4585d5c7dcbbd39efcf1c5/Cropping1.JPG" data-mid="167381772" border="0"  src="https://freight.cargo.site/w/1000/i/646e83f2886aa78076ba96a01c297112a2c2722d2c4585d5c7dcbbd39efcf1c5/Cropping1.JPG" /&#62;


	3
	

Best I can do is alchemy... 

But we seek chemistry between riffs. If we lack ways to categorize them, the process of combining feels becomes linear and laborious.

	
&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/4f0882f4976559246b032b880a253518754e3de0aaf9803990b13bb79216b542/Chemistry0.JPG" data-mid="167381769" border="0"  src="https://freight.cargo.site/w/1000/i/4f0882f4976559246b032b880a253518754e3de0aaf9803990b13bb79216b542/Chemistry0.JPG" /&#62;


Riff JarsCreate a subjetive periodic table of musical elements. Choice of pre-set categories (eg moods: ‘nostalgia’, ‘vitality’, ‘tension’) or create our own


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/bd9651e8e35d2042de88cb19b7c5683066e7ea8d2640b2f1da27d8e28819a1e0/Chemistry1.JPG" data-mid="167381770" border="0"  src="https://freight.cargo.site/w/1000/i/bd9651e8e35d2042de88cb19b7c5683066e7ea8d2640b2f1da27d8e28819a1e0/Chemistry1.JPG" /&#62;


	4
	

Listen to THIS Sharing ideas effectively with others / band mates is inconvenient, for all the reasons listed.


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/c2e741168c12d7394c661a4a592253cc71a627d97b62e1798381283df2426d50/Sharing0.JPG" data-mid="167381775" border="0"  src="https://freight.cargo.site/w/1000/i/c2e741168c12d7394c661a4a592253cc71a627d97b62e1798381283df2426d50/Sharing0.JPG" /&#62;

	
Sharing specificsThe neater, the easier to give feedback. Symbolic tags (”riff jar” tags) can become a common language that builds over time


&#60;img width="2048" height="2048" width_o="2048" height_o="2048" data-src="https://freight.cargo.site/t/original/i/a6dbd8ed7027b5b83f083716d95ade714e588569c6e6c1c7b7c3465e38dfb49d/Sharing1.JPG" data-mid="167381776" border="0"  src="https://freight.cargo.site/w/1000/i/a6dbd8ed7027b5b83f083716d95ade714e588569c6e6c1c7b7c3465e38dfb49d/Sharing1.JPG" /&#62;


DEVELOPMENT


	Wireframe sketches / ideation
	
&#60;img width="2898" height="1537" width_o="2898" height_o="1537" data-src="https://freight.cargo.site/t/original/i/b1552bb7781abff8d23e5b7e2643c37a6768ca359880269b55bab00fd2b770e5/RecordingBoothL.png" data-mid="169609245" border="0" data-scale="100" alt="Recording" data-caption="Recording" src="https://freight.cargo.site/w/1000/i/b1552bb7781abff8d23e5b7e2643c37a6768ca359880269b55bab00fd2b770e5/RecordingBoothL.png" /&#62;
&#60;img width="2384" height="1435" width_o="2384" height_o="1435" data-src="https://freight.cargo.site/t/original/i/307ca8af0912cc3470e9def2be64bbe21320ffff42ec46680f2a97f7a94ee703/_CroppingBoothL.jpg" data-mid="169609271" border="0" alt="Editing / Sectioning" data-caption="Editing / Sectioning" src="https://freight.cargo.site/w/1000/i/307ca8af0912cc3470e9def2be64bbe21320ffff42ec46680f2a97f7a94ee703/_CroppingBoothL.jpg" /&#62;
&#60;img width="2937" height="1554" width_o="2937" height_o="1554" data-src="https://freight.cargo.site/t/original/i/efbbed7f29d7f4a32bf35a9adc7b9a9f3279d8763186d6ba345f2cabff3fa3cb/Tagging-boothL.png" data-mid="169609343" border="0" alt="Naming / Tagging" data-caption="Naming / Tagging" src="https://freight.cargo.site/w/1000/i/efbbed7f29d7f4a32bf35a9adc7b9a9f3279d8763186d6ba345f2cabff3fa3cb/Tagging-boothL.png" /&#62;
&#60;img width="2412" height="1505" width_o="2412" height_o="1505" data-src="https://freight.cargo.site/t/original/i/876071d6c730fa35065d1d3c8b70f6bda1f2d4d8339208e09772319b3c852e0d/SequencingL.jpg" data-mid="169609424" border="0" alt="Sequencing / Riff Library" data-caption="Sequencing / Riff Library" src="https://freight.cargo.site/w/1000/i/876071d6c730fa35065d1d3c8b70f6bda1f2d4d8339208e09772319b3c852e0d/SequencingL.jpg" /&#62;

	
1 - Recording:
&#60;img width="398" height="859" width_o="398" height_o="859" data-src="https://freight.cargo.site/t/original/i/624657f1c6d222c6bf749610b4a49d303b53d68738f041c7b0e0673630914208/_RecordingBooth.jpg" data-mid="168565606" border="0"  src="https://freight.cargo.site/w/398/i/624657f1c6d222c6bf749610b4a49d303b53d68738f041c7b0e0673630914208/_RecordingBooth.jpg" /&#62;

A metronome helps stay on time (helps aligning tempos later). A count-in timer (countdown to record) takes away the need to trim the silence between hitting record, and starting to play music.


2 - Editing:&#38;nbsp;&#60;img width="400" height="853" width_o="400" height_o="853" data-src="https://freight.cargo.site/t/original/i/dda99da4776490c329ac1f3c8f099e0c1459f62e387f1b26610bb12b205598a6/_CroppingBooth.jpg" data-mid="168565610" border="0"  src="https://freight.cargo.site/w/400/i/dda99da4776490c329ac1f3c8f099e0c1459f62e387f1b26610bb12b205598a6/_CroppingBooth.jpg" /&#62;

The sound files from the recording booth can be sectioned to trim the best takes, separate ideas for potentially rearrangement.

	
3 - Naming / tags: 
&#60;img width="399" height="855" width_o="399" height_o="855" data-src="https://freight.cargo.site/t/original/i/9c2b627c8b8855b56138bd511bf2fd5dc19a828b00b00cb38d76f80b8b746144/_TaggingBooth.jpg" data-mid="168565608" border="0"  src="https://freight.cargo.site/w/399/i/9c2b627c8b8855b56138bd511bf2fd5dc19a828b00b00cb38d76f80b8b746144/_TaggingBooth.jpg" /&#62;
&#60;img width="374" height="811" width_o="374" height_o="811" data-src="https://freight.cargo.site/t/original/i/e9681ea3d383c1d308dbf7fd5795dbd29052a08d11f77d27c391f409f9cbe5a1/_TaggingBooth2.jpg" data-mid="168565609" border="0"  src="https://freight.cargo.site/w/374/i/e9681ea3d383c1d308dbf7fd5795dbd29052a08d11f77d27c391f409f9cbe5a1/_TaggingBooth2.jpg" /&#62;
The sections from the editing booth can be individually tagged using a default or custom taxonomy (system of classification). The tags in the figma prototype are from a music classficiation called GEMS (the Geneva Emotional Music Scales).


4 - Riff Library:&#60;img width="400" height="859" width_o="400" height_o="859" data-src="https://freight.cargo.site/t/original/i/53e514a1d42ccfcdc8bf721541884ecc90935b34c605ac7ab730b7ee2cafaa15/_SequencingBooth.jpg" data-mid="168565607" border="0"  src="https://freight.cargo.site/w/400/i/53e514a1d42ccfcdc8bf721541884ecc90935b34c605ac7ab730b7ee2cafaa15/_SequencingBooth.jpg" /&#62;

All saved sections can be dragged and dropped in a sequence to demo how they sound. This is handy because coming up with a good riff is one thing, pairing it synergetically with another is the next step. 


user workflow and Information Architecture:


	&#60;img width="2492" height="1604" width_o="2492" height_o="1604" data-src="https://freight.cargo.site/t/original/i/fe84e45ab30a74064d02fa4b25b312dec259bb53837543a075de52294fac9575/InfoArchitecture_1.png" data-mid="142253074" border="0" alt="Flowchart of user workflow / information architecture" data-caption="Flowchart of user workflow / information architecture" src="https://freight.cargo.site/w/1000/i/fe84e45ab30a74064d02fa4b25b312dec259bb53837543a075de52294fac9575/InfoArchitecture_1.png" /&#62;


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