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umar-fayyaz/README.md

Hi there, I'm Muhammad Umar Fayyaz! πŸ‘‹

AI Engineer | Generative AI | Computer Vision | Machine Learning

Architecting sophisticated applications that reason, act, and solve complex problems.


πŸ’« About Me

I specialize in bridging the gap between cutting-edge AI research and scalable, production-ready systems. My focus is on engineering robust solutions that process complex data and deliver real-time, highly accurate results.

  • πŸ€– Generative AI: Building high-concurrency, stateful multi-agent conversational systems using Local LLMs, RAG pipelines, and Prompt Engineering.
  • πŸ‘οΈ Computer Vision: Developing real-time object detection and tracking architectures for live RTSP video streams.
  • 🧠 Predictive Modeling: Crafting robust machine learning pipelines utilizing data balancing techniques and advanced predictive algorithms.
  • πŸ› οΈ MLOps & Infrastructure: Ensuring transparency, efficient model evaluation, and GPU-optimized deployments on robust servers.
  • πŸ‘― I’m always open to collaborating on innovative Deep Learning, Computer Vision, and Generative AI solutions.

🌐 Connect With Me

Website LinkedIn Email

πŸš€ Tech Stack & Tools

Generative AI & LLMs
LangChain Hugging Face LlamaIndex ChromaDB Ollama

Computer Vision & Deep Learning
PyTorch TensorFlow Keras OpenCV CUDA

Machine Learning & MLOps
Scikit-Learn MLflow Weights & Biases Streamlit

Programming & Data Science
Python SQL Pandas NumPy SciPy Jupyter

Backend & Deployment
FastAPI Flask Docker AWS Git Linux


πŸ“Š GitHub Stats

✍️ Random Dev Quote

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  4. hexaa-ai hexaa-ai Public

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