I’m Muaaz — an AI engineer who cares deeply about building systems that actually ship. I work at the intersection of applied ML research, backend engineering, and agentic AI architectures.

My focus is on turning research ideas into production-grade software: multi-agent workflows, LLM pipelines, fine-tuning experiments, and real-time AI integrations that serve real users.

When I’m not building, I’m writing about what I learn, contributing to open-source, and exploring how AI systems can be made more reliable, explainable, and useful at scale.