Mohamed –

Mohamed is a senior AI engineer with deep expertise in production-grade RAG systems, vLLM, and agentic workflows, primarily using Python and TypeScript. He has end-to-end ownership of retrieval pipelines, hybrid search, cross-encoder re-ranking, and multi-agent orchestration under strict infrastructure constraints. His strengths include evidence-driven architecture decisions, robust stakeholder communication, and a strong product/client-first mindset. Mohamed is well-suited for document-heavy, regulated, or open-source AI deployments.