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Just trying to build somethings that makes a differece :)
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Just trying to build somethings that makes a differece :)
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Achievement: YOLOAchievement: Pull Shark

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sumitc27/README.md

Hi there👋, I'm Sumit Chouhan

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

🧐 About Me

B.Tech Mechanical Engineering student at IIITDM Jabalpur ('27) who ended up living in AI/ML — 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.

  • 🤖 Recently shipped HIreSense — Real-time voice AI interview coach
  • 🌱 Deepening AI Agents + MLOPs + Computer Vision
  • 🏆 HackByte 3.0 runner-up (Duality AI track) · SAEINDIA Aerothon 2024 winner (autonomous UAV)

🚀 Featured Projects

Project What it does Stack
ContextCraft Production RAG doc-intelligence platform — hybrid dense+BM25 retrieval with cross-encoder reranking, 100% Hit@5, MRR 0.76→0.89 Python, FastAPI, React, Qdrant
HireSense Real-time voice AI interview coach — 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

🛠️ 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.

Popular repositories Loading

  1. Summer_of_ML Summer_of_ML Public

    Forked from Charan2437/Summer_of_ML

    The Summer of Machine Learning (SoM) is an integral component of the BSoC open-source initiative, designed to introduce contributors to the dynamic field of AI and ML.

    Jupyter Notebook

  2. sumitc27 sumitc27 Public

    Config files for my GitHub profile.

  3. SoM_MonthlyExpense SoM_MonthlyExpense Public

    The "KharchaKitna" is a Monthly Expenses Predictor for IIITDMJ students, based on Linear Regression Model, trained on dataset of around 200 datapoints.

    Jupyter Notebook 1

  4. PolicyCheck PolicyCheck Public

    A RAG-based AI assistant built with LangChain and Python to analyze insurance policy documents. It uses vector embeddings and LLMs to answer natural language queries regarding coverage, exclusions,…

    Python

  5. ocf-data-sampler ocf-data-sampler Public

    Forked from openclimatefix/ocf-data-sampler

    A repo for sampling from weather data for renewable energy prediction

    Python

  6. local-ai-transcript-app local-ai-transcript-app Public

    Forked from AI-Engineer-Skool/local-ai-transcript-app

    Recording, transcribing and cleaning up transcripts all locally

    TypeScript