Muhammad Nazeer

I’m Muhammad Nazeer, an AI/ML Engineer and AI Trainer focused on building and evaluating practical Generative AI and LLM solutions. I work across LLM applications like RAG, prompt engineering, and agentic workflows, and I also help improve AI outputs through careful human review, annotation, and quality evaluation.

I’ve contributed to end-to-end pipelines—from designing and optimizing RAG systems to translating, transcribing, and refining multilingual content—while measuring quality with structured rubrics. With hands-on experience using tools like Python, LangChain/LangGraph, Hugging Face, and vector databases, I enjoy turning AI-generated results into reliable, high-quality data and user-ready experiences.