Harsh Singh
Ai Engineer @Trillium Health Partners
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WORK HISTORY
Ai Engineer @Trillium Health Partners
Designed and deployed robust RAG-based applications where architected scalable pipelines for chunking and vectorizing large-scale domain data using embedding models (e.g, text-embedding-ada-002). Improved vector database retrieval quality via semantic splitting and hybrid chunking strategies.Developed agentic RAG systems using LangGraph, orchestrating intelligent multi-agent workflows capable of dynamic retrieval, reasoning, and tool invocation. Engineered modular agent components for seamless retrieval integration.Built autonomous workflows with human-in-the-loop capabilities using Model Context Protocol (MCP). Created multi-agent pipelines that integrate external APIs, databases, and tools, enabling secure tool discovery, dynamic execution, and human oversight for complex task orchestration.Leveraged LangGraph to build stateful, personalization-aware agentic workflows by integrating real-time user signals and adaptive retrieval logic, enabling dynamic decision-making across domain-specific datasets.
EDUCATION
Durham College
Postgraduate Degree, Artificial Intelligence Analysis, Design and Implementation
Durham College
Postgraduate Degree, Data Analytics for Business Decision Making
Maharaja Agrasen Institute of Technology, Himachal
Bachelor of Technology - BTech, Computer Science
ABOUT HARSH SINGH
With over 5 years of experience, I bring a strong foundation in computer programming and…
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