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Building
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Building
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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

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ash-iiiiish/README.md

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 Hi, I'm Ashish Kumar AI/ML Engineer · GenAI & Agentic Systems Builder · India

LinkedIn GitHub Mail

👨‍💻 About Me

Final-year CS undergrad (B.Tech) building LLM-powered agentic systems, RAG pipelines, and computer vision products end-to-end — from dataset curation to production deployment.

  • 🔭  Currently building LangGraph-based agentic workflows and enterprise RAG systems with MCP-based tool integration
  • 🧠  Shipped an enterprise LLM copilot, a multimodal RAG assistant, and two deep learning systems at 98–99% accuracy
  • 🛠️  Ex Machine Learning Intern (Team Lead) — production computer vision workflows with YOLOv8 & OpenCV
  • 👥  Open to collaborating on AI/ML, GenAI & agentic open-source projects

🛠️ Tech Stack

Languages

Python C++ JavaScript SQL HTML5 CSS3

AI / LLM / GenAI

LangChain LangGraph LangSmith LlamaIndex MCP HuggingFace Groq Ollama

Machine Learning & Computer Vision

PyTorch YOLOv8 OpenCV scikit-learn XGBoost PaddleOCR

Vector DBs & Embeddings

FAISS pgvector ChromaDB

Backend, Databases & Deployment

FastAPI Flask FastMCP PostgreSQL Streamlit Docker Git

⭐ Star my repos if you find them useful — it motivates me to build more!

Buy Me A Coffee

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  1. Enterprise-Knowledge-Copilot Enterprise-Knowledge-Copilot Public

    LangGraph-powered enterprise assistant that combines RAG over your own documents, MCP tools (tickets, employee lookup, company policies, internal knowledge), Self-RAG / CRAG verification

    Python 2

  2. ShopLens.AI-Multimodal-RAG-E-commerce-Product-Assistant ShopLens.AI-Multimodal-RAG-E-commerce-Product-Assistant Public

    A modern, web-based AI assistant where users can : Upload a product image, Ask questions about its feature or alternatives, Gert answers with retrieved specs, links, and visual content. ChatGPT + G…

    Jupyter Notebook 9

  3. VIGIl.AI-Violence-WeaponDetectionTool VIGIl.AI-Violence-WeaponDetectionTool Public

    An AI-Powered System which can detect any type of violence occured in a video file that can be used in CCTV recordings to detect noise and provide necessary alerts.

    Python 7

  4. 30-Machine-Learning-Projects 30-Machine-Learning-Projects Public

    30 Ml projects : Covered Classification, Regression, Clustering, Ensemble Methods, NLP, Association Rule Mining, and Time Series Analysis.

    Jupyter Notebook 1

  5. CSE-Core-Subject-Chatbot CSE-Core-Subject-Chatbot Public

    A chatbot which can reply to all questions related to CSE core Subjects, This covers subjects such as Compiler Design, Cloud Computing, DSA, Computer Networks etcc.

    Jupyter Notebook 2

  6. master-repo-maths-cs-ai-compendium master-repo-maths-cs-ai-compendium Public

    Forked from HenryNdubuaku/maths-cs-ai-compendium

    Become a cracked AI/ML Research Engineer

    TypeScript 7 1