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AliHaider20/README.md

Hello there, I'm Haider. Welcome to my GitHub profile.

About Me

I'm a Machine Learning Engineer / Data Scientist in New York City. I'm skilled in Applied Machine learning, Natural Language Processing (LLM), Computer Vision, Applied Mathematics, and Medical Imaging (Dicom).

  • 👨🏼‍💻 I’m addicted to learning and growing every day.
  • 👯 I want to collaborate with ML/DS communities and projects.
  • 👍 I like to read and turn papers into code.
  • Passionate to apply my skills in healthcare and social good projects to positively impact the world.

Connect with me on

🛠️ Tech Stack

  • Agentic AI & GenAI: LangChain, LangGraph, Semantic Kernel, FastMCP, Hugging Face, Transformers, RAG, Tool Calling
  • Machine Learning & Computer Vision: PyTorch, Scikit-learn, XGBoost, Computer Vision (Stable Diffusion, BlazePose, Image Segmentation)
  • Data Engineering & Curation: Pandas, SQL (PostgreSQL/MySQL), Web Scraping & Synthetic Dataset Generation, FAISS Vector Search
  • Model Evaluations & MLOps: LLM Evaluation Frameworks, LangSmith, MLflow, Docker, Git

Github Activeness

GitHub Profile Summary Card

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  1. Protein-Classification Protein-Classification Public

    Classifying different kind of protein cells.

    Jupyter Notebook 1

  2. Cow-Teat-Keratosis-Aug-Stable-Diffusion Cow-Teat-Keratosis-Aug-Stable-Diffusion Public

    Balanced dataset using generated images from Stable Diffusion

    Jupyter Notebook 4

  3. KatzBot-LLM KatzBot-LLM Public

    Code files for data preparation and fine tuning models

    Jupyter Notebook

  4. CPU_RAG CPU_RAG Public

    Local RAG pipeline leveraging open source models

    Python 1

  5. MCP-VectorDB-context-manager MCP-VectorDB-context-manager Public

    This is a MCP tool which creates a local SQL vector DB with context compressor

    Python

  6. Semantic-kernel-card-assist-agent Semantic-kernel-card-assist-agent Public

    Multi-Agent AI Chatbot to assist with activate, deactivate card. Also, answers any card related questions.

    Jupyter Notebook