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From the Store to Your Door
Andrew Kane
October 15, 2014
Programming
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2.5k
From the Store to Your Door
An inside look at logistics at Instacart
Andrew Kane
October 15, 2014
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Transcript
Fro th Stor t Your Door
Same Day Grocery Delivery
12 minutes— — —
15 cities 40 stores 22 people
github.com/ankane
None
None
[avocado]
None
Review
$$ checkout
Live
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Tell me more
“All models are wrong, but some are useful”
Actions Location Transactions Dat
[modeling example] Trip Id # of Items Hour of Day
Total Time (min) 1 12 8 30 2 45 10 41 3 18 17 35 4 6 23 ???
def total_time 30.minutes end
Measur
Measur Over Time
25 50 75 100 April May June July
<%= line_chart data %>
Pie charts cool?
Pie charts cool? 100% No
Now what?
Operation Researc
Shopper Store Time Decisio Variable
Alcohol # of Items Constraint
Min Lateness Min Shopper Hours Objectiv Functio
None
Hours
seconds
Measur Over Time
Question ?