From the Store to Your Door

A2f2287b6054926438eb65f8726cc77d?s=47 Andrew Kane
October 15, 2014
Programming
1
2.5k

From the Store to Your Door

An inside look at logistics at Instacart

A2f2287b6054926438eb65f8726cc77d?s=128

Andrew Kane

October 15, 2014
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Transcript

  1. 1.

    From the Store to Your Door

  2. 2.

    Same Day Grocery Delivery

  3. 3.

    12 minutes— — —

  4. 4.

    15 cities 40 stores 22 people

  5. 5.

    github.com/ankane

  6. 6.
    None
  7. 7.
    None
  8. 8.

    [avocado]

  9. 9.
    None
  10. 10.

    Review

  11. 11.

    $$ checkout

  12. 12.

    Live

  13. 13.
    None
  14. 14.

    Tell me more

  15. 15.
    None
  16. 16.

    “All models are wrong, but some are useful”

  17. 17.

    Actions Location Transactions Data

  18. 18.

    [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 ???
  19. 19.

    def total_time 30.minutes end

  20. 20.

    Measure

  21. 21.

    Measure Over Time

  22. 22.

    25 50 75 100 April May June July

  23. 23.

    <%= line_chart data %>

  24. 24.

    Pie charts cool?

  25. 25.

    Pie charts cool? 100% No

  26. 26.

    Now what?

  27. 27.

    Operations Research

  28. 28.

    Shopper Store Time Decision Variables

  29. 29.

    Alcohol # of Items Constraints

  30. 30.

    Min Lateness Min Shopper Hours Objective Function

  31. 31.
    None
  32. 32.

    Hours

  33. 33.

    seconds

  34. 34.

    Measure Over Time

  35. 35.

    Questions?