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Scaling Instacart Fulfillment ML on Ray
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- 1 Intro
- 2 What is Instacart
- 3 Examples of fulfillment ML
- 4 Previous solution
- 5 Pseudocode
- 6 New solution
- 7 Serverless architecture
- 8 Remote code
- 9 Work workspace isolation
- 10 Better CPU utilization
- 11 Early testing results
- 12 Integration with ML Ops
- 13 Instacart ML Platform
- 14 ML Launcher Integration
- 15 Next Steps
