When your Jaguar downloads a software update at 2am, this is the system I built. State-machine architecture for secure OTA updates with pause/resume/cancel — encrypted end-to-end.

A decentralized exchange where smart contracts handle the trust and liquidity pools handle the flow. ERC-20 tokens on Ethereum — built to understand how financial systems work from the inside.

Built for 1000+ concurrent users and 40% faster than baseline. Async task orchestration with real-time notifications — the kind of system that teaches you how systems actually work under load.

Real-time data flow between Vehicle Stability Control and Automatic Braking — the kind of communication that has to work every single time, because the alternative is a car that doesn't stop.

ResNet101 and VGG16 from scratch in PyTorch. 92.2% accuracy classifying 275 bird species — a lesson in how pattern recognition works, whether in silicon or in the human visual cortex.

End-to-end encrypted communication layer for headlamp actuators. 10% efficiency gain in vehicle communication — small number, massive scale when multiplied across every vehicle on the road.