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Sarang Pratham
Junior Software Engineer specializing in data engineering and GenAI
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About
Built and deployed a production LLM-powered recruitment chatbot that automates key recruiting steps (sourcing, candidate engagement, screening). Strong in agent orchestration with LangGraph, including guided graph-based workflows, context-aware routing, and reliability measures like clarifying steps plus human-in-the-loop evaluation.
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Key Strengths
- Built and deployed an LLM-powered recruitment chatbot to production
- Designed guided agent workflows using LangGraph (graph/node-based orchestration)
- Implemented workflow controls based on agent outputs and chat history/context
- Used human-in-the-loop and LLM-based evaluation for high-requirement workflow steps
- Iteratively translated user/stakeholder query patterns into product features (sourcing → engagement → screening)
- Model selection via benchmarking latest baseline model against alternatives
- Chose retrieval methods based on query complexity (keyword vs semantic matching)
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