Muhammad Ikram UL Mustafa

Python (Django, FastAPI), PHP (Laravel), Node, React, TypeScript. RAG, agents, LLM integration (Azure OpenAI, OpenAI, Claude). PostgreSQL, Redis, Azure, AWS, Docker, CI/CD. Backend-leaning generalist.

Agent evaluation frameworks and how to make them catch regressions before users do. Also going deeper on Azure AI services and self-hosted model deployment for environments where data cannot leave.

An internal marketplace distributing shared AI coding assets across engineering teams. Plus an open source RAG agent with scoped tool calling: github.com/ikramulmustafa/n8n-rag-lead-agent

Freelance and contract work on AI systems, RAG, agents and automation. Happy to talk about production AI, especially failure handling and evaluation. Open to roles that are remote or offer relocation.