Trained and evaluated Logistic Regression, MLP, and LSTM Autoencoder models on NASA Bearing and KAIST run-to-failure datasets for bearing fault detection. Built an AI agent using a localized LLM that detected anomalies with 90% accuracy and F-1 scores above 0.9 using a model under 500 parameters.

Programmed a fully functional version of Snake with menu UI on a Xilinx FPGA using AMD Vivado. Designed a finite state machine and unit tests to validate VGA controller output. Implemented custom Verilog modules for game state machines, BRAM memory allocation, seven-segment scoring drivers, and VGA display controllers.

Built a Raspberry Pi streaming system using OpenCV for motion-triggered recording and Flask WebSocket servers. Deployed Syncthing to engineer an automated file backup and synchronization pipeline across decentralized devices. Features continuous ALSA audio capture.

Automated a Freenove Robot Ant by developing controller scripts for wireless Bluetooth communication, managing gait movement commands and WS2812 RGB LED animation patterns.