AI Consultant
Division of Occupational and Environmental Medicine, Department of Family Medicine, MSU
Duration: 04 April 2024 - 08 August 2024
Role
- Improved document retrieval recall score by 22% in RAG Agents using AWS Bedrock, OpenSearch, Titan Embeddings, and Claude Sonnet, enhancing search quality and consistency.
- Deployed a scalable ML backend, reducing API response times by 40% using FastAPI, AWS ECR and ECS.
- Built LLM workflows using LangGraph for information extraction.
- Designed information extraction methods using the OpenAI API, function calling and Pydantic data models.