manuel garcia-herranz ranzher -...
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ESA - PhiWeek12th Nov 2018
@unicefinnovate
Manuel Garcia-Herranz@ranzher
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UNICEF Innovation
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190 offices
70 years old
5.5B USD/year
12,000 staff (88% in the field)
In 337 emergencies in 2017 in 102 countries
Also:Buyer of ~34% of the world’s vaccines…And largest single purchaser of pencils
UNICEF Stats
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pandemics
climate change
urbanization
migration
vanishing jobs
Big + ComplexProblems
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Source: td-architects.eu
of inequalitiesWalled World
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Copyright: Pete Muller
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First Situational Reports with Mobility and Sat Image Intelligence to Country Office
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Can we map all the schools in the world?
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Preliminary results for Liberia with
more than 75 % overall accuracy.
Collaborators: Oxford University , UCSD,
Development Seed, UNOSAT, PAHO
Deep Learning for automatic detection
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School contextConnectivity, poverty, nutrition...
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Bauer et al. 2015
The future...
...has 2 challenges...
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Algorithmic & DataEquity1
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Liongwe, Malawi Indiana, USA
Some problems are HARD given the RIGHT data and algorithms
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Closed systems, data and algorithms2
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If it is just YOUR solution it'll probably never be THEIR solution
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A common effort to make available data science, Big Data and AI to tackle global problems
Magic Box An open Source Platform to connect
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Connect
http://unicefstories.org/magicbox
ESA - PhiWeek12th Nov 2018
@unicefinnovate
Manuel Garcia-Herranz@ranzher