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From the Store to Your Door

Andrew Kane
October 15, 2014

From the Store to Your Door

An inside look at logistics at Instacart

Andrew Kane

October 15, 2014
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  1. Fro th Stor t Your Door

  2. Same Day Grocery Delivery

  3. 12 minutes— — —

  4. 15 cities 40 stores 22 people

  5. github.com/ankane

  6. None
  7. None
  8. [avocado]

  9. None
  10. Review

  11. $$ checkout

  12. Live

  13. None
  14. Tell me more

  15. “All models are wrong, but some are useful”

  16. Actions Location Transactions Dat

  17. [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 ???
  18. def total_time 30.minutes end

  19. Measur

  20. Measur Over Time

  21. 25 50 75 100 April May June July

  22. <%= line_chart data %>

  23. Pie charts cool?

  24. Pie charts cool? 100% No

  25. Now what?

  26. Operation Researc

  27. Shopper Store Time Decisio Variable

  28. Alcohol # of Items Constraint

  29. Min Lateness Min Shopper Hours Objectiv Functio

  30. None
  31. Hours

  32. seconds

  33. Measur Over Time

  34. Question ?