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DATA
SCIENCE
POP UP
AUSTIN
Ubiquity and Trust Lead
to Adoption
Marc Boudria
Director of R&D, Chaotic Moon Studios
DATA
SCIENCE
POP UP
AUSTIN
#datapopupaustin
April 13, 2016
Galvanize, Austin Campus
Chaotic Moon ConfidentialCM ENERGY1
Chaotic Moon ConfidentialCM ENERGY2
319 Congress, Suite 200 Austin, TX 78701
Chaotic Moon ConfidentialCXC Collab13
THE CREATIVE 

TECHNOLOGY STUDIO
We design, develop, and deliver the world’s best software
products with the world’s best companies.
STRATEGY DESIGN DEVELOPMENT
A.
Chaotic Moon ConfidentialCXC Collab17
No matter what devices the future brings, we’re building the
infrastructure to deliver a seamless experience across them.
BUILDING THE FUTURE
Chaotic Moon ConfidentialPROJECT TITLE7
PIXELWOOD
For the Chaos Car, we took an old classic and
reworked it with some innovative twists. A glimpse
under the hood reveals a custom-made PCB board
and other tech that, combined, causes
competitors to eat our dust.
FREEWHEEL
Freewheel is a fitness tracker for wheelchair users
that incorporates various technologies to gather and
translate data like altitude, incline and acceleration
that can be used for fitness applications and—when
aggregated—terrain mapping.
GIZMOSPHERE
Enter the Gizmosphere”—a Horizon Interactive Award-
winning project—tests players’ Pong prowess in a
futuristic reincarnation of the classic game. Armed with
LED paddles, competitors digitally duke it out with a
virtual ball in a 90-second battle to the death (or
something like that).
SMART CART
For those who've gotten lost in the supermarket—or
hate the hassle of pushing around a shopping cart with a
bum wheel—we created Smarter Cart, which moves
autonomously through the store, navigating its user
through the aisles to find every item on their grocery list.
ORCHARD GENSLER
For SXSW 2015, we collaborated with Gensler to
create a beautiful, awe-inspiring Austin installation:
a 30-foot interactive "tree" that adapts to people
and surroundings with light and sound.
BASE PROJECTS
CUPID
C.U.P.I.D is an autonomous drone equipped with the
power to target and shoot a human with an electro
conductive dart delivering 80,000 volts. This project
was intended to start a conversation about
technology and how it can be used for good and evil.
https://www.youtube.com/watch?v=8E068FRGKYY
GIFFRAME
We combined a microcomputer with a USB microphone
and utilized natural voice-recognition software to
convert words into GIFs, animating real-life
conversations in real time and serving as completely
responsive, interactive art.
BOARD OF IMAGINATION
The Board of Imagination allows riders to channel
their inner Tony Hawk—with little to no talent
required. The motorized, mind-controlled
skateboard is the closest thing we've got to a
hoverboard…and, we imagine, just as fun.
Chaotic Moon Confidential8
vimeo.com/139644563
WHEELCHAIR
FITNESS
TRACKER
Freewheel is a fitness tracker for wheelchair users
that incorporates various technologies to gather and
translate data like altitude, incline and acceleration
that can be used for fitness applications and—when
aggregated—terrain mapping.
Freewheel is a Fitness Tracker
for Wheelchairs

Wareable
PRESS
Finally: An Activity Tracker For
Wheelchair Users

PSFK
Chaotic Moon Is Building A
Fitness Tracker For Wheelchairs

Tech Crunch
PLAY VIDEO
SHARE LINK:
Chaotic Moon Confidential
PLAY VIDEO
vimeo.com/147621988
THE SMARTEST
SHOPPING CARTA Kinect-controlled, motorized shopping cart that
keeps track of shoppers and their lists. The cart
recognizes a shopper, loads their grocery list, and
then follows them around the store until every item
has been added. Then, shoppers can check out
instantly, without any need for a conveyor belt.
Plus, the cart can provide help with finding items,
recognizing food allergies, and pointing out items
not on your list (come on now, put that pint of ice
cream back). Chaotic Moon’s SmartestCart–
another awesome BASE innovation– appeared in a
segment on BBC’s Tomorrow’s Food 11/30/2015
Microsoft Kinect Games Grocery
Shopping at Texas Whole Foods

Wired
Beyond the Grocery Smart Cart, the
iBeacon Beckons

AdWeek
SHARE LINK:
PLAY VIDEO
PRESS
9
Chaotic Moon ConfidentialCM ENERGY10
UBIQUITY & TRUST
Chaotic Moon Confidential
A UBIQUITOUS
EXPERIENCE LEADS
TO ADOPTION
• The System extends beyond structured data
• Think about how a users data needs move and change
as they interact with the your system and the physical
world around them
• Systems should be leaning towards the proactive side
of the curve
• Provide the user data before they know they need it
• The data your systems collect is sacred
• Systems should be transparent to the user, show
them what you collect, after all its their Quantified
life
Chaotic Moon Confidential
BUILDING A UBIQUITOUS EXPERIENCE
DISCOVERY &
DESIGN
Analysis of workflows and
processes within the
organization and the spaces
that surround it. Identification
of areas for implementation.
DATA COLLECTION
& CURATION
Analysis of available data,
and creation of data
collection/formatting tools
for ingestion.
BUILD FOR
REPEATABILITY
Developers architect the
system and incorporate
SME knowledge to write
rules and train the system.
DISCOVER DATA COLLECTION &
CURATION
BUILD FOR
REPEATABILITY &
VALIDATE
BUILD FOR
PREDICTABILITY &
VALIDATE
BUILD FOR
PREDICTABILITY
Appropriate feedback loops
are inserted to gain human
correction and validate
machine predictions
Chaotic Moon Confidential
QUESTION
ANSWER
FEEDBACK
?
INTERACTIONS BASED ON LOGIC THAT CONSTRUCTS A DIALOG LEADING TO A RESOLUTION
DYNAMIC
KNOWLEDGE MODEL
Uncover changes that are
necessary to maintain the
accuracy of your data. Then, feed
the data back into the system
once it has been revised.
INTERACTION MEMORY
Create a feedback mechanic that
allows the system to learn from
interacting with humans.
BEHAVIORAL ANALYSIS
Notice where humans disagree with
the system. Record that interaction
for future use and improved results.
This data can also be used to
determine where humans make
incorrect choices to correct them.
DATA
SCIENCE
POP UP
AUSTIN
@datapopup
#datapopupaustin
Chaotic Moon Confidential
ALL THE DATA
MEANS NOTHING
WITHOUT TRUST
• In this country almost all notions of data are
skewed in favor of corporations. When was the
last time google told you something about
yourself from all the data they know about you?
• In order for a system to be truly helpful and
ubiquitous it must know everything about you,
your family, the technology you own and the
things that you do. If things stay how they
currently are it will never happen
• Data should be used for the good of the user
EMAIL AUSTIN OFFICE
319 Congress, Suite 200

Austin, TX 78701
PHONE
CHAOTICMOON.COM
THANK YOU
marc@chaoticmoon.com
512.686.8206
MARC BOUDRIA
DATA
SCIENCE
POP UP
AUSTIN
@datapopup
#datapopupaustin

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Data Science Popup Austin: Ubiquity and Trust Lead to Adoption

  • 1. DATA SCIENCE POP UP AUSTIN Ubiquity and Trust Lead to Adoption Marc Boudria Director of R&D, Chaotic Moon Studios
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  • 6. 319 Congress, Suite 200 Austin, TX 78701
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  • 8. Chaotic Moon ConfidentialCXC Collab13 THE CREATIVE 
 TECHNOLOGY STUDIO We design, develop, and deliver the world’s best software products with the world’s best companies. STRATEGY DESIGN DEVELOPMENT A.
  • 9. Chaotic Moon ConfidentialCXC Collab17 No matter what devices the future brings, we’re building the infrastructure to deliver a seamless experience across them. BUILDING THE FUTURE
  • 10. Chaotic Moon ConfidentialPROJECT TITLE7 PIXELWOOD For the Chaos Car, we took an old classic and reworked it with some innovative twists. A glimpse under the hood reveals a custom-made PCB board and other tech that, combined, causes competitors to eat our dust. FREEWHEEL Freewheel is a fitness tracker for wheelchair users that incorporates various technologies to gather and translate data like altitude, incline and acceleration that can be used for fitness applications and—when aggregated—terrain mapping. GIZMOSPHERE Enter the Gizmosphere”—a Horizon Interactive Award- winning project—tests players’ Pong prowess in a futuristic reincarnation of the classic game. Armed with LED paddles, competitors digitally duke it out with a virtual ball in a 90-second battle to the death (or something like that). SMART CART For those who've gotten lost in the supermarket—or hate the hassle of pushing around a shopping cart with a bum wheel—we created Smarter Cart, which moves autonomously through the store, navigating its user through the aisles to find every item on their grocery list. ORCHARD GENSLER For SXSW 2015, we collaborated with Gensler to create a beautiful, awe-inspiring Austin installation: a 30-foot interactive "tree" that adapts to people and surroundings with light and sound. BASE PROJECTS CUPID C.U.P.I.D is an autonomous drone equipped with the power to target and shoot a human with an electro conductive dart delivering 80,000 volts. This project was intended to start a conversation about technology and how it can be used for good and evil. https://www.youtube.com/watch?v=8E068FRGKYY GIFFRAME We combined a microcomputer with a USB microphone and utilized natural voice-recognition software to convert words into GIFs, animating real-life conversations in real time and serving as completely responsive, interactive art. BOARD OF IMAGINATION The Board of Imagination allows riders to channel their inner Tony Hawk—with little to no talent required. The motorized, mind-controlled skateboard is the closest thing we've got to a hoverboard…and, we imagine, just as fun.
  • 11. Chaotic Moon Confidential8 vimeo.com/139644563 WHEELCHAIR FITNESS TRACKER Freewheel is a fitness tracker for wheelchair users that incorporates various technologies to gather and translate data like altitude, incline and acceleration that can be used for fitness applications and—when aggregated—terrain mapping. Freewheel is a Fitness Tracker for Wheelchairs
 Wareable PRESS Finally: An Activity Tracker For Wheelchair Users
 PSFK Chaotic Moon Is Building A Fitness Tracker For Wheelchairs
 Tech Crunch PLAY VIDEO SHARE LINK:
  • 12. Chaotic Moon Confidential PLAY VIDEO vimeo.com/147621988 THE SMARTEST SHOPPING CARTA Kinect-controlled, motorized shopping cart that keeps track of shoppers and their lists. The cart recognizes a shopper, loads their grocery list, and then follows them around the store until every item has been added. Then, shoppers can check out instantly, without any need for a conveyor belt. Plus, the cart can provide help with finding items, recognizing food allergies, and pointing out items not on your list (come on now, put that pint of ice cream back). Chaotic Moon’s SmartestCart– another awesome BASE innovation– appeared in a segment on BBC’s Tomorrow’s Food 11/30/2015 Microsoft Kinect Games Grocery Shopping at Texas Whole Foods
 Wired Beyond the Grocery Smart Cart, the iBeacon Beckons
 AdWeek SHARE LINK: PLAY VIDEO PRESS 9
  • 13. Chaotic Moon ConfidentialCM ENERGY10 UBIQUITY & TRUST
  • 14. Chaotic Moon Confidential A UBIQUITOUS EXPERIENCE LEADS TO ADOPTION • The System extends beyond structured data • Think about how a users data needs move and change as they interact with the your system and the physical world around them • Systems should be leaning towards the proactive side of the curve • Provide the user data before they know they need it • The data your systems collect is sacred • Systems should be transparent to the user, show them what you collect, after all its their Quantified life
  • 15. Chaotic Moon Confidential BUILDING A UBIQUITOUS EXPERIENCE DISCOVERY & DESIGN Analysis of workflows and processes within the organization and the spaces that surround it. Identification of areas for implementation. DATA COLLECTION & CURATION Analysis of available data, and creation of data collection/formatting tools for ingestion. BUILD FOR REPEATABILITY Developers architect the system and incorporate SME knowledge to write rules and train the system. DISCOVER DATA COLLECTION & CURATION BUILD FOR REPEATABILITY & VALIDATE BUILD FOR PREDICTABILITY & VALIDATE BUILD FOR PREDICTABILITY Appropriate feedback loops are inserted to gain human correction and validate machine predictions
  • 16. Chaotic Moon Confidential QUESTION ANSWER FEEDBACK ? INTERACTIONS BASED ON LOGIC THAT CONSTRUCTS A DIALOG LEADING TO A RESOLUTION DYNAMIC KNOWLEDGE MODEL Uncover changes that are necessary to maintain the accuracy of your data. Then, feed the data back into the system once it has been revised. INTERACTION MEMORY Create a feedback mechanic that allows the system to learn from interacting with humans. BEHAVIORAL ANALYSIS Notice where humans disagree with the system. Record that interaction for future use and improved results. This data can also be used to determine where humans make incorrect choices to correct them.
  • 18. Chaotic Moon Confidential ALL THE DATA MEANS NOTHING WITHOUT TRUST • In this country almost all notions of data are skewed in favor of corporations. When was the last time google told you something about yourself from all the data they know about you? • In order for a system to be truly helpful and ubiquitous it must know everything about you, your family, the technology you own and the things that you do. If things stay how they currently are it will never happen • Data should be used for the good of the user
  • 19. EMAIL AUSTIN OFFICE 319 Congress, Suite 200
 Austin, TX 78701 PHONE CHAOTICMOON.COM THANK YOU marc@chaoticmoon.com 512.686.8206 MARC BOUDRIA