AI/ML Developer - WebOsmotic Pvt. Ltd. - Surat, Gujarat, India
(2025-06 - 2026-06)
- Architected a production-grade RAG pipeline processing 1,000+ daily queries across PDF, DOCX, and HTML sources with source-cited answers, hybrid BM25 + dense retrieval, and sub-3s end-to-end latency.
- Designed an MCP server for a property claims and restoration platform enabling structured tool orchestration for equipment tracking, claim assignments, and workflow automation.
- Engineered multi-step agentic workflows using MCP and LangGraph for tool orchestration and structured output generation across client projects.
AI/ML Intern - TechUp Labs - Surat, Gujarat, India
(2025-01 - 2025-05)
- Implemented Retrieval-Augmented Generation (RAG) pipelines using vector databases and semantic search techniques for accurate, document-grounded question answering.
- Applied prompt engineering, bi-encoders, and cross-encoders to improve retrieval relevance, reranking precision, and overall system response quality.
- Developed an RAG-based Q&A; chatbot integrated with HRM software to answer employee policy-related queries, significantly reducing HR manual workload.
