Qasim Sheikh Muhamad

I’m an AI/ML engineer with 8+ years of experience building and deploying production-grade machine learning and generative AI systems. I develop, train, and validate models, then integrate them into real APIs and services so they can handle actual user traffic—not just experiments. My work spans classical NLP and computer vision, time series, and modern LLM and agentic workflows, with a strong focus on evaluation, A/B testing, and end-to-end reliability.

I also design production RAG and multi-agent pipelines using frameworks like LangGraph, LangChain, and MCP, and connect them to internal tools with structured, tool-calling workflows. I’ve delivered systems across regulated healthcare and financial services, worked across AWS/Azure/GCP with Docker/Kubernetes and CI/CD, and collaborated closely with stakeholders while mentoring engineering teams to ship continuously and safely.