Embedded Systems

Build a timing-attack demo on Pi Pico AES, then test a firmware patch with mutual-information analysis to measure leakage.

Build a sensor system that classifies airborne particles with scattering and fluorescence, then analyze signal patterns, classification, and error rates.

Build and test a real-time speech separation system with mic arrays, signal processing, and accuracy metrics on edge hardware.

Build a phone-based fluorescence system to measure chlorophyll in water, then practice calibration, optics, and data analysis.

Build a smartphone optical sensor model that estimates heart rate and SpO2 from RGB video, then compare it with a MAX30102 reference.

Test how CSI fingerprints can identify ESP32 devices, then build a classifier, compare features, and measure authentication accuracy.

Build skills in anomaly detection, embedded systems, and CAN-bus security by testing whether an autoencoder can spot car network attacks.

Build a chaos-based speech classifier and compare its accuracy, speed, and power use against a same-size digital model.

Build a low-power wildlife camera trap and test how AI filtering, LoRa, and duty-cycling improve data capture and battery life.

Build an MPPT solar charger and test how online learning improves power tracking on partially shaded panels with real data.