TheNavigator_Vol1Issue1_v1.5_digital-singles
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the navigator<br />
why migration? // data at 180mph // artificial dinner // cloud hero world tour //<br />
some cool stuff // miles ward of google cloud // how to not be replaced by robots //<br />
thoughtcast // brian conte //<br />
published by launch cg : vol.1 no.1 : spring 2019 : $ - C.R.E.A.M.<br />
ai ?<br />
If AI is the future, then why is it everywhere now?
the navigator<br />
vol.1 no.1 : spring 2019
FROM THE<br />
EDITOR<br />
In 2008, The New Yorker Magazine wrote<br />
about the demise of print, talking about a<br />
“palpable sense of doom.” They highlighted<br />
Philip Meyer, who, in his book “The Vanishing<br />
Newspaper” (2004), predicted that the final<br />
copy of the final newspaper will appear on<br />
somebody’s doorstep one day in 2043.<br />
Which should be about the same year Elon<br />
says that, upon the death of our biological<br />
body, we’ll be able to upload ourselves into a<br />
new unit and continue living as a computer.<br />
They also talked about the inevitable slipping of<br />
the public trust in newspapers. Got that one.<br />
So, in typical contrarian form, we decided to<br />
launch a print piece, The Navigator. Don’t<br />
worry, just a quarterly thing. But when you<br />
get hundreds of smart and driven people<br />
working with several smart and driven clients,<br />
cool things occur that seem worth sharing.<br />
And with everyone’s inboxes clogged, perhaps<br />
a refreshing somethin’-somethin’ to hold in<br />
your hands, pin-up, share, leave in<br />
the loo, wrap your fish in, and<br />
recycle is a nice way to carry<br />
on a dialogue and express our<br />
ongoing salute to humanity.<br />
It seems apropos that a<br />
modern-day business<br />
and technology<br />
consultancy should<br />
commit their inaugural<br />
publication to everybody’s<br />
subject of the moment, AI.<br />
Following are reflections<br />
on moments we feel are<br />
relevant and conversations<br />
with some very smart people.<br />
Yours truly,<br />
Tad Harmon<br />
Chief Creative Officer<br />
Launch Consulting<br />
//1
I:FUTURE<br />
Is AI the Future<br />
of Business?<br />
Pages 3-6<br />
Why: Migration &<br />
Partnerships<br />
Pages 7-10<br />
How&Tell:<br />
Data@180 MPH<br />
Pages 11-16<br />
Artificial<br />
Dinner<br />
Pages 17-18<br />
Cloud Hero<br />
World Tour<br />
Pages 19-32<br />
Miles Ward:<br />
the Interview<br />
Pages 35-36<br />
How to Not Be<br />
Replaced by Robots<br />
Pages 37-38<br />
ThoughtCast<br />
Pages 39-40<br />
Mr. AI:<br />
Brian Conte<br />
Pages 41-42<br />
© 2019 LAUNCH CONSULTING<br />
//2
Futurist Leonardo Da Vinci pondered whether<br />
Artificial Intelligence would ever be realized.<br />
IS<br />
AI<br />
THE<br />
FUTURE<br />
OF
What is the future of AI/ML and<br />
how do you practically apply its<br />
power for your business?<br />
Did you know that 60%<br />
of businesses from all<br />
industries combined have<br />
implemented a Machine<br />
Learning artificial<br />
intelligence strategy to help<br />
in day-to-day operations<br />
and to have a clearer<br />
vision of the future?<br />
AI used to be the stuff of science fiction.<br />
However, businesses now use AI every<br />
day to increase efficiencies, save money,<br />
increase ROI, improve customer experience,<br />
increase customer satisfaction, and make<br />
meaningful and accurate predictions<br />
about the future of their business and<br />
where their industry is heading in order<br />
to gain an edge over the competition.<br />
A 2017 study conducted by IDG found that<br />
89% of business leaders who have adopted<br />
AI technology agree that it has provided their<br />
business with a competitive advantage.<br />
This same study found that 81% of<br />
business leaders agree that AI technology<br />
has reduced costs significantly and has<br />
also improved the overall satisfaction<br />
and experience of their customers.<br />
//4
ARTIFICIAL<br />
INTELLIGENCE<br />
ISN’T JUST THE<br />
FUTURE…<br />
IT<br />
Another 2017 study conducted by Deloitte<br />
Access Economics found that businesses<br />
implementing AI technology typically realized<br />
between two and five times ROI on their AI<br />
project within the first year. A 2017 study<br />
conducted by Harvard Business Review<br />
Analytic Services found that 82% of business<br />
leaders who have adopted AI technology<br />
are primarily using it to turn their data into<br />
valuable insights through predictive analytics.<br />
“This is what is keeping business leaders<br />
awake at night: how to harvest and make<br />
sense of their data for competitive advantage.<br />
Machine Learning is allowing companies to<br />
surface the untapped value in their data.”<br />
- Fausto Ibarra,<br />
Director of Global Product Management<br />
for GCP<br />
Real, tangible applications<br />
for every industry.<br />
You may be wondering: How can AI help<br />
my business be more successful? Below<br />
are just some examples of the most<br />
popular ways in which five industries<br />
utilize AI in their day-to-day operations:<br />
Healthcare<br />
• Predictive modeling<br />
• Process automation<br />
• Customer behavior analysis<br />
• Better diagnostics from patient data<br />
• Disease identification & risk stratification<br />
Financial Services & Insurance<br />
• Predictive Analytics<br />
• Risk analysis & Fraud detection<br />
• Customer segmentation<br />
• Marketing campaign management<br />
• Credit worthiness assessment<br />
Retail<br />
• Credit risk assessment<br />
• Predictive inventory planning<br />
• Supply chain management<br />
• Customer behavior analysis<br />
• Market segmentation and targeting<br />
• Customer ROI & lifetime value<br />
Media/Entertainment<br />
• Recommendation engines &<br />
personalized experience<br />
• Predicting emerging trends<br />
and consumer demand<br />
• Process automation<br />
• Customer behavior analysis<br />
Technology<br />
• Improve customer experience<br />
• Predictive analysis<br />
• Customer behavior analysis<br />
• Analyze and meaningfully utilize massive<br />
amounts of data<br />
Be an industry disruptor<br />
without disrupting<br />
your business.<br />
Take advantage of everything AI technology<br />
can offer and become a disruptive force in<br />
your industry without disrupting your business<br />
during the process. Launch has helped many<br />
companies big and small seamlessly integrate<br />
AI technology while preparing employees<br />
and other stakeholders on how to take full<br />
advantage of the technology. Launch has<br />
the expertise to integrate the right Machine<br />
Learning APIs into your IT infrastructure<br />
to meet the exact needs of your company.<br />
Once these Machine Learning solutions<br />
are integrated into your IT infrastructure,<br />
they are fast, scalable and easy to use.<br />
We find AI solutions<br />
that truly empower.<br />
What good is implementing AI Machine<br />
Learning in your business if it is difficult to<br />
use and understand? Launch continually<br />
seeks out AI services that have the aim of<br />
making those services more simple, useful,<br />
and applicable to any business’ unique<br />
challenges. We look for cloud platforms that<br />
utilize tools that allow for simplicity in using<br />
Machine Learning and cut costs by eliminating<br />
the need to hire a team of data scientists<br />
while offering affordable data storage that<br />
is extremely flexible and scalable. We love<br />
Machine Learning tools that also provide<br />
economical pricing; Machine Learning resource<br />
management that is free, and pricing that<br />
only charges your company per training job.<br />
//5
’S NOW.<br />
“<br />
This is what is keeping business leaders awake at night:<br />
how to harvest and make sense of their data for competitive<br />
advantage. Machine Learning is allowing companies to<br />
surface the untapped value in their data.<br />
Fausto Ibarra<br />
Director of Global Product Management<br />
for GCP<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
Neural-net-based Machine<br />
Learning services also have<br />
better training performance<br />
and increased accuracy<br />
compared to other Machine<br />
Learning systems.<br />
Businesses can also rely on multilayered<br />
secure infrastructure, expert engineers, and<br />
commitment to transparency. Launch can<br />
help you take advantage of various cloud<br />
platforms’ proven, pre-trained models.<br />
We create custom models with cloud<br />
Machine Learning engines and the most<br />
popular Machine Learning libraries across<br />
the globe. Our clients can use proprietary<br />
customer ML accelerators to run and scale.<br />
Secure like Fort Knox<br />
& 100% compliant.<br />
Understandably, security threats are a top<br />
concern for any business, and this threat is<br />
only increasing every day. Launch can put<br />
top-rated security features to work for you<br />
so your company can get the most out of<br />
using AI technology. We make sure your<br />
cloud environment and information is secure<br />
with endpoint, anti-virus, and malware<br />
protection. According to a 2017 study<br />
conducted by IDG, 86% of business leaders<br />
who have implemented AI technology agree<br />
that it has enhanced their cybersecurity<br />
efforts. Does your business need to remain<br />
HIPAA compliant? FERPA compliant? COPPA<br />
compliant? No problem. We find partners that<br />
regularly undergo independent verification<br />
to ensure that you can put your trust in their<br />
products to help your business stay compliant.<br />
Don’t be left behind.<br />
Why has your company not taken advantage<br />
of what AI technology can offer? Does it seem<br />
too overwhelming and complicated? Are you<br />
not sure how it could help your company?<br />
Does it seem too expensive? Are you worried<br />
it will disrupt your current operations during<br />
the implementation process? Perhaps you<br />
have security concerns or are apprehensive<br />
about training employees about how to use<br />
new technology. Whatever your reason,<br />
contacting Launch for a free assessment<br />
may put your mind at ease and help clear<br />
up some misconceptions you may have<br />
about implementing AI technology in your<br />
company’s IT infrastructure. When you<br />
contact us, you won’t be talking to a pushy<br />
salesperson trying to meet their quota. You<br />
will be talking to a consultant who has<br />
their own entrepreneurial and industry<br />
expertise who genuinely loves helping<br />
businesses succeed with the power of AI.<br />
//6
HY:<br />
IGR<br />
TION<br />
ARTN<br />
//7
&<br />
YOU<br />
CAN<br />
IMAGINE THE<br />
SCENARIO.<br />
Your business is flying high and it’s finally<br />
time to migrate to the cloud. You hire<br />
a consultant (woo hoo!) and they<br />
set you up with a “Lift and Shift,”<br />
suggesting you move whatever you’ve<br />
got to whichever platform you like.<br />
//8
HY:M<br />
ION &<br />
ERSH<br />
HE F<br />
SEEMS LIKE A<br />
FAST PATH.<br />
The phrase is clever, more so because…<br />
it rhymes. Plus, everyone else is doing it.<br />
So, why not dive in and get this party started?<br />
Among a host of other services, Launch is a<br />
company that helps its customers Lift and Shift,<br />
as well as Move and Improve (another rhyme),<br />
which includes application changes as part of<br />
the migration. We’ve seen that before “start<br />
the party,” it helps to step back, think deeper,<br />
and engage in the dreaded, “We need to talk.”<br />
Our Cloud Migration Workshop is basically<br />
a lot of talking with some pretty cool results.<br />
It’s a series of progressive discussions, starting<br />
with what makes our clients successful in<br />
their industries. Of course, then comes the<br />
technical deep dive (our solution architects<br />
love this part), looking into the architecture<br />
and system workloads, looking at migration<br />
goals, KPIs, priorities, and interdependencies.<br />
This information is bundled up into a suggested<br />
proof of concept, migrating one or more<br />
workstreams to validating the migration.<br />
The POC is usually the first step toward a<br />
bigger picture. Before dashing into the fray, it’s<br />
good to create a road map that tells you where<br />
you’re going, how the pieces fit together, and<br />
how resulting business goals can be achieved.<br />
Forging ahead is a lot easier if you know you’ve<br />
got a giant forest to weave through<br />
or a looming cliff to avoid.<br />
THE LARGER<br />
STRATEGY<br />
ALWAYS NEEDS<br />
TO BE YOUR<br />
NORTH STAR,<br />
AND IF YOU<br />
CAN’T QUITE<br />
SEE IT YET,<br />
WE CAN HELP.<br />
//9
IGRA<br />
PAR<br />
IPS A<br />
UTUR<br />
Ask for an AI strategy assessment today:<br />
LaunchConsulting.com/AiServices<br />
//10
OW&<br />
DATA @ 180 MPH<br />
How Human Centric AI is helping NTT Indy Car Series<br />
Team Arrow Schmidt Peterson Motorsports Win Races.<br />
//11
“<br />
In this era of the sport,<br />
it would be impossible to operate<br />
without data acquisition.<br />
James Hinchcliffe, Driver<br />
No.5 Arrow Electronics Honda<br />
TELL<br />
“The evolution of data acquisition has really<br />
revolutionized Motorsports,” says NTT Indy<br />
Car Series driver James Hinchliffe. “In this<br />
era of the sport, it would be impossible<br />
to operate without data acquisition.”<br />
If anyone needs “accelerated data” or “data<br />
at the speed of business” or whatever<br />
the hell hyperbole you see on every<br />
PowerPoint presentation ever, it’s an IndyCar<br />
team – the living breathing metaphor<br />
for fast data in the information age.<br />
The Arrow Schmidt Peterson Motorsports<br />
team combines data and driver and<br />
engineer experience to win races.<br />
Arrow Schmidt Peterson Motorsports<br />
recently teamed up with Launch to build an<br />
interactive dashboard app that will assist the<br />
race engineers to manage the cars in real time.<br />
“Every second is crucial,” says Arrow SPM<br />
driver Marcus Ericsson. “You need to<br />
get the data quickly; you need to try and<br />
quickly analyze it and then take out the<br />
information from it. That’s why you need<br />
to have the data there extremely fast.”<br />
It’s not just about getting the data quickly,<br />
it’s about how fast that data can be put<br />
to use in order to gain every possible<br />
competitive advantage. With an average<br />
8-seconds in a pitstop to make adjustments<br />
to the car, every split-second counts.<br />
“We run a live telemetry system that<br />
provides the driver with a certain amount<br />
of information on the steering wheel and<br />
then a significantly greater amount of data<br />
to the pit stand for the engineers to analyze<br />
on the fly,” says Hinchliffe. “Between the<br />
data the engineers have and feedback from<br />
the driver, decisions are made on what, if<br />
any, changes are made during pitstops.”<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//12
“<br />
Every<br />
second is crucial; you ne<br />
GPS: 986° 37° 1345°<br />
Tire Temperature: 114°<br />
//13
ed to get the data quickly, you need to try and quickly<br />
analyze it and then take out the information from it.<br />
Marcus Ericsson, Driver<br />
No.7 Arrow Electronics Honda<br />
Data @ 180 mph | the Navigator<br />
Speed: 178 MPH<br />
Lateral Acceleration: 367 MPH<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//14
Data @ 180 mph | the Navigator<br />
“<br />
Launch is going to help us save time just from the<br />
usability of the program they’re coming up with.<br />
Will Anderson<br />
Arrow SPM Race Engineer.<br />
E<br />
ID
In the pit stand, the team race engineer, race strategist,<br />
and data acquisition engineer are monitoring all the<br />
incoming information to determine race strategy. These<br />
guys are looking at weather conditions, driver feedback,<br />
and the car’s telemetry. The telemetry automatically<br />
populates in the app and the team can easily input<br />
driver feedback and environmental conditions.<br />
“We’re collecting all of this disparate information<br />
to create a story,” says UI/UX Designer Larissa<br />
Wright. “Alone this info is interesting, but may not<br />
be actionable until the whole story is filled in.”<br />
“<br />
I don’t believe AI will ever<br />
replace the race experience of<br />
the driver or the race engineer,<br />
says Gish.<br />
What it does do is track and<br />
evaluate the decisions of<br />
the race engineer and the<br />
performance of the driver, so<br />
they can go… faster.<br />
“It’s all about making decisions,” says Scott Gish,<br />
Launch Senior Software Development Engineer.<br />
“What we’re doing is consolidating the information<br />
and presenting it in a format that shows as much<br />
information possible as quickly as possible.”<br />
“When I saw what they were doing, it felt complicated and<br />
inefficient,” says Wright. “They were toggling through<br />
multiple open windows and massive spreadsheets, and<br />
literally typing every word the driver said into those<br />
spreadsheets. Driver feedback is just one small example<br />
of something we hope to automate for these guys, so they<br />
can spend their time thinking strategically about the race.”<br />
“Launch is going to help us save time just from the usability<br />
of the program they’re coming up with,” says Will Anderson,<br />
Arrow SPM Race Engineer. “There will be a lot less manpower.<br />
There will be a lot more automated entry, automated things<br />
happening in the background that we don’t have to then<br />
manually enter. Honestly, the end result in how that can<br />
make the car go faster is, if we have more time to test<br />
the cars on the track more often, we gather more data.”<br />
“These guys are chasing 1/100th of a mph. Every minute<br />
we save them in a practice session means another<br />
lap around the track to get more data and driver<br />
feedback,” says Scott, “which is another opportunity<br />
to tune the car and improve performance.”<br />
This combination of human experience and intuition with<br />
hard data and AI in one dashboard is being used in multiple<br />
industries. “What we’re doing is automating as much<br />
as possible, so people can spend more time thinking and<br />
doing, and less time on the busy work,” says Wright.<br />
“I don’t believe AI will ever replace the race experience of<br />
the driver or the race engineer,” says Gish. “What it does<br />
do is track and evaluate the decisions of the race engineer<br />
and the performance of the driver, so they can go… faster.”<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//16
When Launch needs to put our stuff out<br />
on the table, we like to do it over dinner.<br />
We might seat solution architects with<br />
data scientists, cloud devs with creative<br />
directors, business analysts with sociologists.<br />
Whomever is there, there is never a shortage<br />
of opinions, passion, laughter, and solutions.<br />
JERRY<br />
Everyone here is probably pretty honest in<br />
saying, “Hey, AI is a great tool. It can help<br />
farmers. But it can also help run war games,<br />
or actual wars.” And it’s that knowledge that<br />
allows us to say, “Okay, we’re the guardrails.<br />
What are we doing<br />
to make sure that<br />
things are okay?”<br />
CHARLENE<br />
We’re not dumb. There<br />
is a very dark side to this,<br />
right? There is. And the<br />
hard thing for me is when<br />
and how can you control<br />
it, right? As an individual.<br />
SORAYA<br />
I am a Sociologist. I see it a little bit differently.<br />
I don’t see it as good or bad. I think it just is.<br />
And it’s a process of social change. I think<br />
about how our platforms now have changed<br />
the structure of our economy, where people<br />
are more independent, and creating their own<br />
opportunities for their own employment, and<br />
I think that’s just going to grow. Is it good<br />
or bad? It isn’t about being good or bad. It’s<br />
just about us growing and embracing it.<br />
BRIAN<br />
Human centered AI is recognizing that AI<br />
is best used in conjunction with the human.<br />
There’re so many<br />
examples where, you<br />
know, the combination<br />
of human and machine<br />
is better than either of<br />
them alone. I mean most<br />
of the applications I<br />
would say right now that<br />
are out there in the real<br />
world with AI, whether<br />
it’s helping doctors scan<br />
radiology reports or<br />
helping with customer<br />
service or whatever, it’s<br />
a conjunction between<br />
human and AI.<br />
JERRY<br />
We know enough<br />
about the underlying<br />
technology and how<br />
it works, that you’re<br />
willing to trust it, but<br />
let’s be honest, we are not representative<br />
of America, right? We know more about<br />
how technology works than most people<br />
walking down the street. How do we<br />
translate our comfort with AI to a farmer<br />
who only sees that technology has destroyed<br />
their workforce over the last 20 years?<br />
SORAYA<br />
By 2030, they’re saying 70% of companies<br />
will have some aspect of AI embedded in<br />
their system. And if you’re a company who<br />
is not invested, you’re going to fall behind,<br />
and you’re going to disappear. So that’s a<br />
reality too. If you’re trying to save jobs, in a<br />
system that is evolving, you’re not doing<br />
your workers any help. You’re not. You have<br />
to help them evolve with the system.<br />
RTIF<br />
//17
“<br />
By 2030, 70% of<br />
companies will have some<br />
aspect of AI embedded<br />
in their system. And if<br />
you’re a company who is<br />
not invested, you’re going<br />
to fall behind, and you’re<br />
going to disappear.<br />
Soraya<br />
BRIAN<br />
In general, I’m more optimistic about the<br />
whole prospect of growing jobs versus losing<br />
jobs. There was a couple of recent optimistic<br />
things in the news. There was a study that<br />
showed that while most companies go into<br />
AI thinking they’re going to save costs, the<br />
ones that actually successfully implement<br />
AI end up saying that it increased revenue<br />
rather than saved cost. That two jobs were<br />
going to be created for everyone loss.<br />
CHARLENE<br />
The C-Suite at enterprise companies are kind<br />
of just scared to death of AI. I heard one say to<br />
Brian, “Will you come and teach my corporate<br />
executives how not to be afraid of AI?”<br />
TRAVIS<br />
We knew the C levels were not gonna get in<br />
and understand ROI, and all this stuff. I mean,<br />
are you kidding me? We can create a fantasy<br />
land, but that’s not how you sell this, right?<br />
So, like what we did in the Disney experience,<br />
where it was like, okay, cool. It’s your birthday.<br />
The kid goes crazy. The execs all got it.<br />
It was no longer how many billable hours,<br />
it was how many millions can I throw at<br />
this, and then how do I make these 50<br />
other things, right? And then it was like, “by<br />
the way, that’s AI.” Right? That’s all they<br />
needed ... “okay. I get it now. I get it.”<br />
Ask for an AI strategy assessment today:<br />
LaunchConsulting.com/AiServices<br />
This (Beauty and the Beast) rose, right?<br />
It’s dead, and you walk up to it, it comes<br />
to life for you because it’s your birthday,<br />
right? We had the C level execs come in<br />
and then we brought a kid, who’s never<br />
seen this. And you throw them in front<br />
of that thing, and it’s their birthday… and<br />
all of a sudden, the rose comes to life.<br />
ICIAL<br />
We threw a dinner party for AI experts… and…<br />
here’s an excerpt.<br />
Watch the video at launchconsulting.com<br />
//18
LOUD<br />
ERO<br />
ORLD<br />
OUR<br />
ONLY TWO THINGS<br />
CAN HAPPEN<br />
AFTER 2 AM<br />
THAT DON’T<br />
INVOLVE SLEEP:<br />
1 NOTHING GOOD<br />
2 A GREAT IDEA TO REVOLUTIONIZE<br />
GOOGLE CLOUD MARKETING.<br />
//19
For those of you pressed for time, I’ll summarize the rest of the article here: Launch and Google<br />
developed Cloud Hero over a four-month period—taking it to conferences and Google events<br />
around the world. Experiential marketing + competitive developers = product love.<br />
//20
21
CONCEPT<br />
It started on a dark and stormy night in late December ‘17.<br />
The temperatures in the Pacific Northwest were a blistery 45°,<br />
not cold enough to snow but wet enough to reinforce<br />
the gloomy Seattle stereotype.<br />
Local restaurant 13 COINS was the wellspring<br />
for what is now Cloud Hero.<br />
With an average IQ tipping 140, a group of Launch and<br />
Google Solutions Architects devised a back-of-the-napkin<br />
‘U2’ concert experience for Google Cloud Platform.<br />
BUILD<br />
A CONCERT EXPERIENCE<br />
FOR<br />
GOOGLE CLOUD PLATFORM.<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//22
23
PRODUCTION<br />
Google had thrown down a pretty hefty gauntlet:<br />
Design an experience for developers and creators to explore the possibilities of GCP,<br />
in a way that — unlike most training experiences — didn’t suck.<br />
Leveraging Miles Ward, the Bono of the Cloud,<br />
we conceived and built an interactive game and corresponding<br />
roadshow-style live event, in which app developers and engineers faced off<br />
against each other to stand-up services and infrastructure in GCP.<br />
BEST OF ALL:<br />
IT DIDN’T SUCK.<br />
IT ROCKED.<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//24
25
COMPLETION<br />
In 4 months, Cloud Hero and its lovable mascot, Skylar,<br />
went from the 13 COINS restaurant to 12 locations around the world. Cloud Hero breaks down<br />
the essence of the cloud platform, enabling them to showcase their brilliance in a fun event<br />
without all the clichés, jargon, and boring demos that attend most company show-and-tells.<br />
NO CLICHÉS, JARGON,<br />
BORING DEMOS, LAUGHABLE<br />
MONOLOGUES OR BULLSHIT.<br />
JUST AN AMAZING,<br />
GAMIFIED, INTERACTIVE<br />
LEARNING EXPERIENCE.<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//26
04<br />
07<br />
02<br />
05<br />
06<br />
DESTINATIONS<br />
1. Mexico City<br />
2. London<br />
3. Tokyo<br />
4. Seattle<br />
5. San Francisco – NEXT<br />
6. Washington, DC<br />
7. Bend, OR<br />
8. Santiago<br />
9. São Paulo<br />
10. Bogotá<br />
11. Tel Aviv<br />
12. Osaka<br />
01<br />
10<br />
08<br />
09<br />
Mexico City<br />
4 months of preparation came to a head in Mexico<br />
City, our official Cloud Hero beta test location. We<br />
were hoping for the best but prepared to solve for<br />
the worst as is almost cliché when launching a new<br />
product: Power outages, natural disasters, heart<br />
attacks, you name it! When we arrived at the event<br />
grounds and into our home for the next two days—a<br />
Buckminster Fuller geodesic dome in the middle of<br />
a horse track—the whole team was blown away. We<br />
were in the big leagues and things were going well.<br />
Dress rehearsal went off without a hitch and we had<br />
made great connections with the LATAM Google<br />
Team. After a rocky start the event was a success.<br />
Everybody earned their margaritas that night!<br />
Travis Pruitt<br />
Senior Solutions Architect<br />
Osaka, Japan<br />
1 cancelled flight; 2 layovers; 36 hours airborne;<br />
48 hours on the ground; 3 karaoke songs<br />
sung—all contributing to the perfect Japanese<br />
experience. Osaka was the second of 2 trips I<br />
made to Japan at the end of 2018 and I was again<br />
blown away by the people of Japan. Cloud Hero<br />
went swimmingly well, a true testament to the<br />
Google Japan team and the pride they take in<br />
their work. Osaka is famous for Takoyaki (octopus<br />
balls), puffer fish, and amazing restaurant sign<br />
displays as pictured on the left. I will be back.<br />
Dylan Kinsella<br />
Product Manager<br />
//27
12<br />
11<br />
12<br />
“<br />
Cloud Hero is the most fun I have had at Google Next.<br />
It was a real challenge, so everybody was very<br />
focused and willing to win.<br />
I would say it was very positive and thrilling.<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
Lorenzo Ridi<br />
Cloud Hero Winner, Google NEXT<br />
Tel Aviv, Israel<br />
Fun fact: Bethlehem is in Palestine! Which we<br />
were surprised to find out during a tour of Old<br />
Jerusalem. After a successful Cloud Hero event<br />
in Tel Aviv, some of the team decided to stick<br />
around to immerse ourselves in some of the most<br />
historically significant cities in the world. When<br />
our tour of Jerusalem was complete, it was time<br />
to go Bethlehem. We had to switch vehicles and<br />
tour guides to cross the border into Palestine. Our<br />
swanky tour bus was replaced by a series of cars<br />
and vans. Despite the high-speed driving down<br />
narrow and crowded roads, we arrived safely to the<br />
birth sight of baby Jesus. Yeah. THAT baby Jesus.<br />
Lee Christofferson<br />
Head of Production<br />
Bend, Oregon<br />
Bend has a uniform and that uniform is strongly<br />
rooted in flannel and IPA. Cloud Hero Bend was the<br />
inaugural stop for the 2019 Cloud Hero roadshow.<br />
Working with local tech companies and developers,<br />
Launch and Google produced a localized version of<br />
Cloud Hero with an accompanying Exec Connect<br />
roundtable. The event bridged the gap of technology<br />
and business, showcasing the power of GCP and how<br />
transformational it can be for business objectives.<br />
CBD water on tap plus 12 inches of snow made<br />
for an interesting 24 hours in Central Oregon.<br />
Marco Green<br />
Solutions Architect<br />
São Paulo, Brazil<br />
We knew going in that delivering Google Cloud<br />
Hero in Brazil would be challenging due to the<br />
fact that the one person at our company who<br />
spoke Portuguese wasn’t able to make it. Over<br />
the last year as we deployed Cloud Hero 11 times<br />
in 8 countries, we’d relied on the team’s high<br />
school language skills. What did we discover?<br />
That a selfie is a celebration in any language!<br />
The people of São Paulo are creative, business<br />
savvy, entrepreneurial and dedicated to doing<br />
good. During our trip we went from meetings…<br />
to espresso and Pao de Queijo (Brazilian<br />
cheese bread) at an office park with an outdoor<br />
ping pong table and hammocks. Note to self:<br />
install at Launch offices under rain cover!<br />
Leslie Redd<br />
Director<br />
//28
Mexico City<br />
San Francisco<br />
Santiago<br />
Santiago<br />
San Francisco<br />
San Francisco<br />
São Paulo<br />
//29<br />
Mexico City<br />
Mexico City
Tel Aviv<br />
Tel Aviv<br />
San Francisco<br />
Tokyo<br />
Mexico City<br />
Seattle<br />
Mexico City<br />
//30
O, INSOM<br />
AKE HEA<br />
REAT TH<br />
AN HAPP<br />
FTER<br />
AM<br />
//31
NIACS<br />
RT:<br />
INGS<br />
EN<br />
Cloud Hero<br />
//32
NAVIGATORS IN THE AGE OF TRANSFORMATION ©<br />
Premier Partner
MILES<br />
WARD:<br />
THE<br />
Miles<br />
Ward<br />
Director of<br />
Google Cloud<br />
Solutions<br />
Dean<br />
Graziano<br />
Serial<br />
Entrepreneur,<br />
Launch<br />
Resident O.G.<br />
//35<br />
INTERVIEW<br />
Serial entrepreneur-cum-Launch consultant Dean Graziano is<br />
well qualified for his mission of helping customers capture<br />
future opportunities. Years of riding the cutting edge of tech<br />
have sharpened his instincts for hiring and networking, making<br />
him a walking catalog of invaluable resources and connections.<br />
In 2004, Dean founded Visible Technologies—one of the<br />
first social media monitoring analytics platforms. Today,<br />
he’s picking the brain of Visible Employee Number Four,<br />
AKA – Miles Ward, Director of Google Cloud Solutions.
36<br />
Here are the choice-cuts from their call…<br />
Dean Graziano: You’ve come a long way since the Visible<br />
Technologies days. It was my first start-up. We’ve<br />
been family ever since. It’s still one of the top social<br />
media monitoring analytics platforms, so we did good.<br />
Miles Ward: Plus, I met my wife there.<br />
DG: I mean, I don’t think there’s anything<br />
better than that happening.<br />
MW: What we were trying to do is an appreciable<br />
fraction of what Google tries to do, right?<br />
DG: Right.<br />
MW: Take and construct a full-text searchable, indexed<br />
slice of the internet. If you ask core Google<br />
engineers, “How does Search work?” They say,<br />
“Well, you make a full-text searchable index of an<br />
appreciable slice of the visible components of the<br />
internet.” I’m like, “Dude, I did one of those, but I<br />
was trying to do it in Sequel server at Visible!”<br />
DG: Now data’s commoditized, right? You can get the<br />
fire hose of data. When I tell people how we used<br />
to collect data, they’re like, “What?” It’s insane.<br />
MW: Yeah, in the salt mines, with pick axes.<br />
DG: It was data as unstructured as you<br />
can get and still go grab it.<br />
MW: You’d had to find somebody willing to pay the extra<br />
mile to get the insight that’s on the other side of some<br />
gnarly thing [mountain of data]. Then technology<br />
shows up and says, “Oh you figured out a way to<br />
extract value by putting this in an organized pattern?<br />
Awesome.” And then the machinery of development<br />
kicks in and zip—[extraction] is trivial.<br />
Isn’t that how technology works? It hunts down<br />
opportunities for value creation and systematizes<br />
them. From—Maybe we should print this picture—<br />
to—Maybe we should print these pictures bigger—<br />
to—Why don’t we just get our own printer? That’s<br />
scalability—that systematic approach, increasing<br />
the throughput that delivers value. That’s what<br />
all these businesses are hunting down.<br />
DG: I think all the stuff we see in movies is right<br />
around the corner. You and I are both in the<br />
AI space, where’s the future going?<br />
MW: It’s easy to get swept up in the visual and visceral<br />
and say “I want to shake hands with a robot! We’ll<br />
go on a hike together!” Narrow application of these<br />
technologies is powerful enough. Being able to use<br />
modern prediction and extrapolation in modern<br />
Machine Learning is going to make predictions more<br />
accurate. A lot of the risks can be reduced in a lot of<br />
places, and where there’s too much manual labor—that<br />
stuff gets a lot easier, really quickly.<br />
That’s not to say that there isn’t a huge amount of<br />
problems left to solve, but you’re going to solve them<br />
using slightly different tools in slightly different ways,<br />
hopefully to much more scaled effect.<br />
I had a good conversation with a [Google] customer<br />
in banking. I proposed to the CIO and CFO that<br />
they can’t really groc what AI can do for their<br />
business if until they start some projects right<br />
now and figure it out. But they were thinking in a<br />
scaled way already. They said, “I don’t want to be<br />
able to execute a single project. I need to build a<br />
machine which executes thousands of projects.”<br />
Every little part of my business, I expect to have-<br />
DG: Automated.<br />
MW: Right. You’ve got to ask: How many parts of our<br />
business currently use statistics? Who’s likely to<br />
walk through our front door? Who’s a risky bet to<br />
make on an investment or give a loan? How do we<br />
communicate to our regulators about our liquidity? In<br />
all these places, predictions are based on a statistical<br />
math that’s 200 years old. And it’s not that a machine<br />
running the math is that much better, it’s just by using<br />
so much more data, you make predictions that are<br />
materially more accurate.<br />
The Google example that’s most mind blowing for<br />
me is our data centers. We consume about a fifth of<br />
the X86 processor cores manufactured on a yearly<br />
basis. It’s a gigantic physical facility. They have to<br />
run those things efficiently. Shave a little off here<br />
and that’s big bucks that go back into the coffers.<br />
We’re on our trillionth revision of the software that<br />
manages power and cooling inside of these facilities.<br />
Last year, we turned all that software off. Take the best<br />
thinking, by the best engineers at Google, working<br />
on the most instrumented data center facilities in<br />
the world, doing everything they could do to figure<br />
out the very best way to control those tools. Instead,<br />
build a Machine Learning model that digests all the<br />
same inputs that they see, and all of the changes<br />
they’ve made over the last ten years affecting the<br />
turning on/off of the coolers. And our system’s<br />
not 4% more efficient, it’s 40% more efficient.<br />
DG: That’s amazing.<br />
MW: These are parts of the business where 1% is<br />
monumental for a lot of different manufacturers—<br />
folks in oil and gas and energy, any businesses<br />
where outputs are already at scale, where single<br />
digit percentages matter, and where they’re using<br />
statistics—90% of businesses on the planet. By<br />
applying machine money, they get a step function in<br />
accuracy. That’s giant. It’s literally a multi-trillion-dollar<br />
opportunity.<br />
To capture that opportunity, you’ve got to do the<br />
leg work of having the data organized and having<br />
your systems ready to go. You can’t just phone<br />
it in and poke the ML button on the side of the<br />
spreadsheet and purr… out it goes, but there’s a lot<br />
of spots where companies have a big opportunity.<br />
DG: Dude, I love you, great talking to you. It warms<br />
my heart to see the impact you’re making.<br />
MW: Dean, you were a big part of the family that<br />
I have in technology, so I really value your<br />
participation as a partner as we plug in to<br />
some of these incredible new things.
HOW TO NO<br />
BE REPLAC<br />
BY ROBOTS<br />
or HOW TO HELP YOUR EMPLOYEES STOP<br />
WORRYING AND EMBRACE<br />
THE AI REVOLUTION.<br />
01<br />
begin<br />
NOW ENTERING EXISTENTIAL DREAD:<br />
Home of Your AI Overlords.<br />
72%<br />
76%<br />
75%<br />
of Americans express wariness or concern<br />
about a world where machines perform<br />
many of the tasks done by humans.<br />
of Americans are concerned<br />
automation of jobs will exacerbate<br />
economic inequality.<br />
of Americans don’t foresee<br />
new, better-paying jobs replacing<br />
those lost to automation.<br />
(Pew Research)<br />
CAUTION!<br />
FEAR IS THE MIND KILLER:<br />
The negative impact of fear.<br />
02<br />
research<br />
NEUROSCIENCE TO THE RESCUE!<br />
Through our understanding of neuroscience, we<br />
know that the best way to combat existential<br />
dread is through unique, positive experiences.<br />
• Inhibits ability to listen and<br />
retain information<br />
• Decreases cognitive processing<br />
• Enhances other negative emotions<br />
Jerry Nguyen, PhD, Launch Solution Architect<br />
set-back?<br />
03<br />
THE PROBLEM?<br />
Positive experiences are remembered less powerfully than negative ones:<br />
• Negative experiences only require a single occurrence to be encoded strongly<br />
• Repeated positive experiences lose impact quickly<br />
//37
T<br />
ED<br />
solutions<br />
04<br />
THE SOLUTION TO<br />
“THE LOOP OF DREAD”<br />
• Consistent exposure to new positive experiences!<br />
• The human brain optimally processes information in<br />
short and medium time lengths. Focusing on near term<br />
goals provides powerful positive feedback<br />
• Our brains create connections between experiences and<br />
actions. Linking specific actions with positive outcomes<br />
can begin to present clear pathways to success<br />
positivity<br />
05<br />
LEADERSHIP CAN CHAMPION<br />
A POSITIVE VISION FOR AI:<br />
Promote a realistic understanding of AI’s potential because<br />
“the only thing we have to fear is fear itself.”<br />
• Allay fears with a more inclusive vision of AI<br />
• Foster collaboration<br />
• Invest in building a strong data strategy<br />
• Cultivate learning agility<br />
06<br />
empowerment<br />
AN ENABLED AND<br />
EMPOWERED WORKFORCE<br />
AWAITS YOU!<br />
The key to successful AI implementation<br />
is an emphasis on learning agility.<br />
Create a program highlighting:<br />
• Higher order thinking skills<br />
• Social and emotional skills<br />
• Business acumen<br />
• Technology skills<br />
NOW LEAVING THE<br />
VALLEY OF FEAR:<br />
Welcome to the positive reality.<br />
The overall effect of AI on<br />
the workforce is a net gain of<br />
58 million jobs by 2020.<br />
success<br />
07<br />
YOUR ROADMAP FOR SUCCESS<br />
You need a coordinated plan that engages and excites to embrace a positive future with AI.<br />
Some steps to help you get there:<br />
• Maintain a positive attitude and orient yourself and your employees<br />
to actionable short- and medium-term benefits of AI<br />
• Highlight real-world experiences that demonstrate the positive changes that have occurred<br />
• Outline the concrete steps your company will take towards<br />
AI adoption that supports your employees<br />
• Build a transparent communication channel with your employees<br />
to hear their concerns and help allay their fears<br />
//38
HOUGH<br />
TRAFFIC KILLING<br />
YOUR MORNING BUZZ?<br />
OUR TEAM<br />
RECOMMENDS SOME<br />
PODCASTS TO MAKE<br />
YOUR COMMUTE<br />
MORE TOLERABLE.<br />
pursues her goal of founding Rent the<br />
Runway – a website renting designer apparel<br />
at affordable rates. It re-sparked the sense of<br />
magic I feel as a Project Manager at the start<br />
of a new assignment, helping me add energy,<br />
positivity, and momentum to my team.”<br />
Danny Cork<br />
Senior Writer/Producer<br />
Lorraine Haney<br />
Practice Director,<br />
Workforce Enablement<br />
Podcast: 99% Invisible<br />
Episode 322: The First Straw<br />
“99% Invisible suggests that the most ordinary<br />
objects may have the most important<br />
stories to tell about human nature and our<br />
changing society. This episode explores<br />
the evolution of the disposable straw, from<br />
its beginnings as public health tool to its<br />
current polarizing role in US environmental<br />
politics. The bends and twists in the history<br />
of the straw, mirrors key turning points<br />
in American business and culture.”<br />
Podcast: Scriptnotes<br />
Episode 375: Austin 2018 3-Page Challenge<br />
“Invaluable writing advice from two working<br />
screenwriters. This episode features their<br />
ongoing Three Page Challenge, in which<br />
aspiring screenwriters submit the first three<br />
pages of a script for the hosts’ feedback. It<br />
shows how easily we writers assume our<br />
audience will understand information as<br />
intended, without establishing elements<br />
crucial to that understanding. This<br />
episode is a reminder of how important<br />
it is to consider multiple dimensions<br />
of context when communicating.”<br />
Katie Worral<br />
Project Manager<br />
Sandra Neihaus<br />
Senior Manager, UX Strategy<br />
Podcast: Freakonomics<br />
Episode 340: People aren’t<br />
Dumb: The World is Hard<br />
“Freakonomics explores “the hidden side<br />
of everything” with in-depth interviews of<br />
experts specializing in economics, human<br />
behavior, psychology, and many others.<br />
This episode adopts the perspective of the<br />
relatively new field of behavioral economics,<br />
asserting that people aren’t dumb; the world<br />
is complex and difficult. Figuring out how to<br />
do complex tasks in the modern world – such<br />
as saving for retirement – is hard. So how<br />
can we leverage human “irrationality” to help<br />
people to save for retirement, or address any<br />
of the other difficult challenges they face?”<br />
Podcast: How I Built This<br />
Episode: Rent the Runway with Jenn Hyman<br />
“How I Built This tells stories of notable<br />
entrepreneurs and their companies. Each<br />
episode is chockful of valuable takeaways<br />
and inspiring journeys of how today’s most<br />
successful companies got their start. This<br />
episode follows Jenn Hyman as she boldly<br />
//39
TCAST<br />
Scot Gish<br />
Development and Integration Manager<br />
Podcast: Roguelike Radio<br />
“Roguelike radio is a podcast dedicated to<br />
roguelike games. Rogue was one of the first<br />
procedurally generated games ever developed<br />
for the computer. It was a dungeon crawler<br />
where every time you played, the dungeon<br />
was randomly generated, and your character<br />
played until they died. How long could<br />
you stay alive? It was incredibly popular. It<br />
spawned an entire industry of roguelike<br />
games. So, this podcast has been going<br />
FOREVER. It talks about game development,<br />
strategy, how developers procedurally<br />
generate the content. I’m incredibly interest<br />
in that aspect of it—I am a developer who<br />
procedurally generates content. I find it a<br />
good place for inspiration and tools and idea.”<br />
Christina Ricks<br />
Human Resources<br />
Podcast: Dr. Wayne W. Dyer Podcast<br />
I met Dr. Dyer’s philosophy in book form when<br />
I read The Power of Intention a few years ago. I<br />
discovered his podcast in 2017. Dr. Dyer’s focus<br />
on mindfulness, living authentically and with<br />
intention, and creating harmony and balance<br />
by staying present is what really speaks to me.<br />
In business, and especially in HR, things can<br />
change so quickly that the swirl can sometimes<br />
seem overwhelming. Having Dr. Dyer’s tool<br />
box at my disposal often allows me to cut<br />
through the chaos and focus on the core issue<br />
in a meaningful, productive way. Sure, this can<br />
be challenging at times but to at least be able<br />
to be mindful in any situation is major! And<br />
this isn’t something limited to work; these<br />
practices work in real life, too. Dr. Dyer’s<br />
podcast reminds me that at the core of it all is<br />
an awareness of self that serves me personally<br />
and professionally, allowing me to stay positive,<br />
productive, and to always put people first.<br />
Greg Young<br />
Director of Client Operations, MediaAmp<br />
so I typically listen to “Giant Bombcast.”<br />
giantbomb.com/feeds/podcast/<br />
I also love cars, so I like the conversations<br />
from the folks over at “Wrench Nation.”<br />
wrenchnation.tv/feed/podcast/<br />
Finally, I am a huge beer enthusiast<br />
and enjoy listening to several podcasts<br />
put out by “The Brewing Network.”<br />
thebrewingnetwork.com<br />
Liz Thomas<br />
Senior Partner<br />
Podcast: Skimm’d From the Couch<br />
Skimm’d From the Couch is one of my<br />
favorites. The founders (two women in their<br />
early 30s) invite powerful female leaders and<br />
entrepreneurs over to their living room couch<br />
where they have vulnerable and enlightening<br />
conversation about their journey. They share<br />
every step of their rise to the top, including<br />
their major wins and loses along the way. Some<br />
of my favorite nuggets are when share things<br />
like the worst decisions and advice they’ve<br />
had and who they call when they need help.<br />
Podcasts: Giant Bombcast, Wrench<br />
Nation, and The Brewing Network<br />
I have a long commute every day, so podcasts<br />
come in handy on my drive to keep me from<br />
road rage! I couldn’t narrow it down to just<br />
one. I have three hobbies that center around<br />
what I might be listening to at any given time:<br />
I’m an avid gamer and like to keep up<br />
with what the latest trends and reviews<br />
Ask for an AI strategy assessment today:<br />
LaunchCloudServices.com<br />
//40
MR. AI:<br />
BRIAN<br />
CONTE<br />
Do you call yourself a scientist,<br />
//41
TN: Wow. Ok. So, you’re kinda smart?<br />
BC: That’s not what my wife says.<br />
TN: Then what happened?<br />
BC: I started interviewing for jobs and one really stood<br />
out. The interviewer looked like a football coach<br />
and was just as rah-rah. He gave me hard technical<br />
problems to solve and then spent the rest of the<br />
time convincing me to come work at his company<br />
that I had never heard of, called Microsoft. That was<br />
Steve Balmer. I joined Microsoft as employee 225.<br />
I remember that I was so excited about my new<br />
job that I wrote this very excited acceptance letter,<br />
which Microsoft published in their newsletter.<br />
TN: Do you still have a copy of that?<br />
The Navigator: Brian, do you call yourself<br />
a scientist, or a technologist?<br />
Brian Conte: Probably a technologist.<br />
TN: Why are you a technologist?<br />
BC: I’m left brain, as they say. Although Jerry, our<br />
resident neuroscientist here says the right brain/<br />
left brain thing isn’t really a valid concept. Anyway,<br />
I’ve always been interested in science and math<br />
because I’ve always wanted to know the exact<br />
answer; I prefer things that are black and white.<br />
TN: Tell us more about yourself.<br />
BC: Well, I’m originally from New York. And I<br />
have been in technology most of my life.<br />
TN: Tell us a little more about that.<br />
BC: I started in high school programming on a local<br />
mainframe and then one day a teacher brought in an<br />
IBM 5110 computer, the predecessor to the IBM PC.<br />
I was immediately hooked and ended up getting a<br />
job that summer programming in New York City.<br />
TN: What did you study in college?<br />
BC: I majored in physics up until my senior year and<br />
then switched to computer science because I felt<br />
that there was more opportunity to advance the<br />
state of the art in that relatively new field.<br />
TN: Where did you study?<br />
BC: I ended up getting a BSE in Electrical Engineering<br />
and Computer Science from Princeton.<br />
TN: So that’s all? And, Fast Track?<br />
BC: I pulled together a unique combination of specialists<br />
who could help Fortune 50 companies and start-ups<br />
get out in front of their competition. We were agile<br />
and able to work quickly. We provided web, software<br />
and app development solutions. When I joined<br />
Launch, I found that you were the perfect extension<br />
to scale what we were doing. You folks also buy-in<br />
to the concept of working smartly and quickly.<br />
TN: And how’s that working out for you.<br />
BC: So far, so good. Leading the AI team here has<br />
already led to several engagements.<br />
TN: Tell us something we should know about you.<br />
BC: Well, my wife is a sociologist. She keeps me<br />
very honest when it comes to AI and how it<br />
could affect the global market. And how data<br />
could be utilized if in the wrong hands.<br />
TN: Wow. You must have some interesting<br />
dinner conversations.<br />
BC: Very.<br />
TN: Thanks BC. We’re very happy you’re here.<br />
BC: Thank you, and so am I.<br />
or a technologist?<br />
//42<br />
BC: Yeah, but I rather not share it, it’s kind of embarrassing.<br />
TN: That’s understandable. Ok, what<br />
did you do at Microsoft?<br />
BC: I worked on Windows 1.0, Multi-Media, and OS2. As part<br />
of this work, I helped develop Microsoft’s first browser.<br />
TN: So, what did you do after Microsoft?<br />
BC: I started hDC, the first Windows-only software company<br />
and I ran that for about ten years. We were acquired by<br />
WRQ, where I remained as CTO for a while and helped<br />
spearhead a few of their more noteworthy products.<br />
And then I started Fast Track Team. Along the way,<br />
I helped Microsoft run its Imagine Cup worldwide<br />
student competition for 10 years. I also designed<br />
and built the Smart Home of the Year in 2006.
fin
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