Mohammed Shabbir Ali

You have documents, data, or video — you need a working AI system with proof that it works. That's what I deliver.

I help companies ship production-ready AI in weeks, not quarters:

🔹 GenAI & RAG applications — chatbots and Q&A over your documents, with citation-backed answers your teams can trust (LangChain, ChromaDB, local or hosted LLMs)

🔹 LLM fine-tuning & LLMOps — custom models on your data (LoRA/QLoRA), with evaluation pipelines and regression gates so every release is measurably better, never worse

🔹 Computer vision — object detection, tracking and video analytics, deployed to cloud or edge devices (YOLO, Jetson, real-time)

🔹 Anomaly & fraud detection — graph-based ML for spotting what doesn't belong in your transactions, networks or sensor data

What makes me different: PhD (Télécom Paris) and 10+ years turning ambiguous problems into deployed systems. Every project ships with evaluation reports, dashboards and reproducible code — I don't deliver models, I deliver models with evidence.

Typical engagements: scoped pilot (2–3 weeks) → measured results → full build. Remote, available now.

Core stack: Python, PyTorch, Transformers, PEFT/LoRA, LangChain, ChromaDB, Ollama, scikit-learn, OpenCV, Docker, GitHub Actions, Streamlit.