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muhammadshayan124/README.md

Muhammad Shayan

AI Engineer building intelligent systems that scale — LLM agents, deep learning, and production ML pipelines.

GitHub followers Profile views

I turn ideas into working AI systems — from retrieval-augmented agents to deep learning models trained and shipped end to end. Currently focused on LLM applications & agentic systems, MLOps/infra, and applied ML/CV/NLP.

Flagship project

🛰️ Sentinel — Autonomous Multimodal RAG Agent

CI License: MIT Python

A production-shaped RAG agent that ingests PDFs, text, and images (CLIP embeddings for hybrid text+image retrieval), answers questions through a ReAct-style tool-calling loop, and ships with what most demos skip: retrieval/answer evals, OpenTelemetry tracing, and a full CI/CD pipeline with Docker packaging.

Other projects

Project Description
github-crawler High-throughput GitHub GraphQL crawler ingesting star counts for 100k+ repos into PostgreSQL, scheduled via GitHub Actions.
Histopathology-Image-Classification CNN-based histopathology image classifier (TensorFlow/Keras) for cancer detection from microscopy slides.
Fake-News-Detection-Using-Machine-Learning NLP text-classification pipeline for detecting fake news using classical ML models.
mindfull_buddy FastAPI + LLM-powered mental wellness chatbot backend, part of a multi-service final year project.

Tech stack

Python PyTorch TensorFlow FastAPI Anthropic OpenAI Docker PostgreSQL GitHub Actions

GitHub stats


Open to collaborating on LLM/agent tooling and ML infra projects — check out Sentinel or open an issue to say hi.

Pinned Loading

  1. Fake-News-Detection-Using-Machine-Learning Fake-News-Detection-Using-Machine-Learning Public

    NLP text-classification pipeline for detecting fake news using classical ML models.

    Jupyter Notebook

  2. github-crawler github-crawler Public

    High-throughput GitHub GraphQL crawler ingesting star counts for 100k+ repos into PostgreSQL, scheduled via GitHub Actions.

    Python

  3. Histopathology-Image-Classification Histopathology-Image-Classification Public

    CNN-based histopathology image classifier (TensorFlow/Keras) for cancer detection from microscopy slides.

    Jupyter Notebook