Projects & Research
Embedded systems, edge ML, and reinforcement learning for antenna design.
Current Research
RL Tuned Dipole
A lightweight RL environment wrapper around NEC2 for automated dipole antenna resonant frequency optimization.
antenna-designgymnasiumnec2pythonreinforcement-learning
Fall Detection System (IoMT)
Wearable fall-detection device with double-layer LSTM (97.8% accuracy), companion to published research
embedded-mlfall-detectionhealth-monitoringiomtlstmpcb-designrp2040wearable
Star Tracker Simulator
Synthetic star-image simulator and visualization layer for spacecraft attitude determination
adcsattitude-determinationcentroidinghipparcospythonspacecraftsstar-tracker
IoT Streaming Firmware
C-based IoT sensor data streaming firmware
cesp32iotmqtt