Optimizing and rewriting deep learning models, including Vision, Object Detection, and Large Language Models, for deployment on AI accelerators from a leading Canadian AI chip startup. Focused on performance benchmarking and efficiency improvements using a custom open-source library to ensure models run significantly faster on client hardware.