Projects

Neuromorphic SDK

Developed an ecosystem for deploying SNNs onto neuromorphic hardware, packaged into an SDK. Built with Python, C++, Xilinx, PyTorch, hls4ml, rustworkx, HDF5, Wasm, and SpiNNaker.

Fiber Organizer & Termination Line Robot

Contributed ML/CV optimizations, cutting cable sorting cycle time from 3 minutes to 8 seconds. Built with Python, PyTorch, OpenCV, ONNX, MLflow, Docker, FastAPI, Orange Pi 5.

Smart Cart

Led smart cart action recognition to 95% real-time accuracy, deployed on Qualcomm NPU and in the cloud. Built with TensorFlow, MoViNet, MQTT, MLflow, NGINX, Docker.