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Hi there๐Ÿ‘‹, I'm Sumit Chouhan

AI/ML Engineer building production GenAI, Computer Vision & Agentic systems


๐Ÿง About Me

B.Tech Mechanical Engineering student at IIITDM Jabalpur ('27) who ended up living in AI/ML โ€” Computer Vision, RAG pipelines, and autonomous agents. Three internships in, with an ASME IMECE 2025 publication and a filed patent on the manufacturing side, and a growing habit of shipping projects with actual measured benchmarks instead of just demos.

  • ๐Ÿค– Recently shipped HIreSense โ€” Real-time voice AI interview coach
  • ๐ŸŒฑ Deepening AI Agents + MLOPs + Computer Vision
  • ๐Ÿ† HackByte 3.0 runner-up (Duality AI track) ยท SAEINDIA Aerothon 2024 winner (autonomous UAV)

๐Ÿš€ Featured Projects

Project What it does Stack
ContextCraft Production RAG doc-intelligence platform โ€” hybrid dense+BM25 retrieval with cross-encoder reranking, 100% Hit@5, MRR 0.76โ†’0.89 Python, FastAPI, React, Qdrant
HireSense Real-time voice AI interview coach โ€” WebSocket STT/TTS loop with mid-sentence interruption + rubric-based grading Python, WebSockets, React, Azure
JobEaseAI AI Resume Tailor & ATS Optimizer Python, ATS-Engine, Heuristic NLP, LaTeX Engine

๐Ÿ› ๏ธ Tech Stack

Languages: Python C++ TypeScript SQL

GenAI, LLMs & Agents: LangChain LangGraph HuggingFace Qdrant

ML/DL & CV: PyTorch TensorFlow OpenCV scikit-learn Pandas

Cloud & DevOps: FastAPI Docker AWS Azure Git


**Off the keyboard**: Coordinating the Athletics Club at IIITDMJ and leaded the ML Team at Aero Fabrication Club, IIITDMJ.

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