AI Engineer, Systems Architect & Founder
Muhammad Idrees is the Founder & CEO of Sentient Arc, where he engineers AI-driven automation, custom AI agents, RAG systems, agentic workflows, and full-stack platforms for ambitious teams.
His work centers on the harness around the model - tools, retrieval, memory, structured outputs, and evaluation - the engineering that turns an impressive demo into a system a team can trust in production. He builds model-agnostically across the Claude, OpenAI, and Gemini SDKs, choosing the stack that fits each project’s latency, cost, and accuracy needs.
He has built across the full stack since 2020 - from product engineering to distributed systems architecture - before founding Sentient Arc to focus on shipping AI systems and agents that do real operational work.