Utkarsh Nagdev
SDE 2 at Amazon - Building LLM Agents @ Central Machine learning
- Role
- Software Developer 2 at Amazon
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Utkarsh Nagdev
Currently you will find me tinkering with Agents extensively in and outside of office. I…
Experience
Software Developer 2
Mar 2022 — Present · Bengaluru, IN
Currently helping build LLM Tooling, Agents for MLEs and ML Researchers. My current ownership including developing tools around LLMs (inference, chat, prompt tuning, MCP servers, Agents) for MLEs and ML researchers. This includes owning a platform as well as a dedicated agent. I have worked extensively with frameworks like DSPy, Agents, Bedrock, LiteLLM, OpenRouter etc. I have also worked with multiple teams to help support Amazon production use cases including Catalog enrichment (using prompt tuner at high accuracy, and inference at high scale), Multi modal LLM prompt tuning for voice overs. Previously worked with Java micro services (Guice, Spring), AWS and React on development of a machine learning infrastructure platform that hosts an orchestration engine, this helps applied teams run their ML pipelines run efficiently and result in faster, cleaner, monitored development processes for ML development. I’ve helped the platform achieve increase in reliability and performance over the years, with delivering multiple self and team owned goals.
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