The Person Behind
the Code.

I am Muaaz. A second-year CS undergrad who builds and ships real AI systems.

I work at the intersection of machine learning, backend engineering, and agent-driven architectures. I care about systems that do something useful in the real world, not just demos.

Most of what I build focuses on turning messy signals into structured decisions. Multi-agent workflows. LLM pipelines. Retrieval systems. Everything designed to be fast, reliable, and grounded.

I like taking ideas from research and pushing them into production. That means handling edge cases, scaling, and making sure the system holds up when it actually matters.

Outside of building, I write about what I learn, compete in hackathons, and explore how AI systems can be made more trustworthy and explainable.