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How Instacart uses Monte Carlo simulations to balance supply & demand in a complex on-demand marketplace
Jagannath Putrevu
10-11-2017 02:00
https://tech.instacart.com/no-order-left-behind-no-shopper-left-idle-24ba0600f04f ------------------------------ ...
Andrew Wald
10-12-2017 19:40
Hi Jagannath, Interesting article! On a semi-related note, I built a public-facing model that covers ...
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How Instacart uses Monte Carlo simulations to balance supply & demand in a complex on-demand marketplace
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Jagannath Putrevu
Posted 10-11-2017 02:00
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https://tech.instacart.com/no-order-left-behind-no-shopper-left-idle-24ba0600f04f
------------------------------
Jagannath Putrevu
Data Scientist
Instacart
San Francisco CA
------------------------------
2.
RE: How Instacart uses Monte Carlo simulations to balance supply & demand in a complex on-demand marketplace
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Andrew Wald
Posted 10-12-2017 19:40
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Hi Jagannath,
Interesting article!
On a semi-related note, I built a public-facing model that covers work requirements in hour buckets (at the weekly level) with a set of cost-optimal shifts. It's a bit different than what you posted, but maybe good to share with others working on staffing problems!
https://www.solverpup.com/models
- Andrew
Original Message
Original Message:
Sent: 10-11-2017 01:59
From: Jagannath Putrevu
Subject: How Instacart uses Monte Carlo simulations to balance supply & demand in a complex on-demand marketplace
https://tech.instacart.com/no-order-left-behind-no-shopper-left-idle-24ba0600f04f
------------------------------
Jagannath Putrevu
Data Scientist
Instacart
San Francisco CA
------------------------------
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