Devendra L.
- Role
- Sde (Mlops) at Amazon
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
About Devendra L.
Worked on projects from inception to completion
Experience
Sde (Mlops)
Oct 2018 — Present
Feature Lifecycle Management: Feature Governance/Feature Provenance. Feature Stream: Model feature embedding streaming at 100K+ TPS. Feature Snapshot: Model feature embedding point in time snapshot at petabyte scale. Machine Learning Application Lifecycle : Building and productionising Apache Spark Machine Learning workflows and pipelines. Global Distribution Network : Updated Amazon Inventory management system to handle inter country inventory supply demand network. Designed event-driven system to provide real time (<=30s) visibility of performance metrics while reducing overall system cost by 70%.
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