Work
Edge-AI and embedded-ML systems. The Smart Van is the flagship: a complete on-device system built and running in the field. I build solo work with clean contracts, test seams, and documentation so a team can pick it up and extend it.
Smart Van
A bespoke edge-AI control system on a Jetson Orin Nano, shipped and running daily in a hostile off-grid environment: local voice agent, Victron power telemetry, all-local inference, custom web dashboard.
Edge AI Jetson Orin On-device LLM
PHD · FPGADBSCAN-based RF Classifier
My PhD: an FPGA architecture that classifies radio modulation and estimates SNR at once, matching deep-learning accuracy with zero RAM. Published in IEEE.
FPGA Verilog Published in IEEE
Drone RF Detection
An MLP classifier that picks drone control signals out of a mixed RF environment, separating them from background Wi-Fi and phone traffic. An early take on real-world spectrum awareness with ML.
Machine Learning RF / DSP
Minimal AES-128 on FPGA
Reproduced and validated the smallest known hardware AES implementation from the literature, targeting minimum logic area on FPGA.
FPGA Verilog Cryptography