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FEEDING
THE
FUTURE
Data Science towards a zero waste PH
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SHANELLE
RECHETA
Tech Lead
Full Stack Data Scientist
IoT Engineer
https://github.com/IRC-sgrace | https://www.nxtlvlfarms.xyz/
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DATA-DRIVEN FOOD SHARING WEB
APP
SAGANA
Connect sponsors and communities to filipinos in need by creating a
community food distribution system based on scheduling and route
optimization using web-scraped food and grocery establishments
data, poverty statistics and, MRT and LRT ridership statistics
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If we can conquer
space,
we can conquer hunger
SAGANA
make food-sharing easy
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Q&A
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CONSTRAINTS
cost controls (more goods in one trip)
time windows (for perishable goods)
low risk of queues
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SOLUTION
Find a set of routes of minimal total traveling cost
and maximal food distributed along BFT's by
complying with the prioritized time windows
(perishable goods).
DISTANCE MATRIX
API
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HACKING
DIJKSTRA'S
ALGORITHM
03
Instead of doing Dijkstra's once
from source to destination, you start
at each end, and expand both sides
until they meet in the middle.
Eliminates roughly half the work
.
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Collect
more
granular
data