Full-Cycle Systems Engineer — from NPU inference pipelines on embedded hardware to fintech payment engines and compilers built from first principles. Design, build, test, deploy. Finished.
I'm a Full-Cycle Systems Engineer with a foundation in Mechanical Engineering (NIT Calicut) and deep CS fundamentals — I built a computer and compiler from scratch in Nand2Tetris, because I don't believe in black boxes.
I bridge low-level hardware and high-level cloud systems. My workflow is built on engineering rigor: I use an AI-human toolchain to accelerate implementation, which frees me to focus on architectural integrity, security, and hardware-level stability. Whether it's an NPU-based computer vision pipeline or a fintech payment engine, I deliver production-hardened solutions at the velocity of a prototype.
For freelance clients: I act as a one-person engineering department — from initial design through deployment. Direct about tradeoffs, fast to iterate, and I write documentation people actually use.