Machine Learning Engineer
Cole Rowell-Love
I'm an Engineering Physics graduate of the University of British Columbia. My work spans deep learning for medical imaging, evaluation and fine-tuning of large language models, and production computer vision.
Currently a Data Engineer atEarth Dynamics AI
Highlights
- 75% lower classifier latency through TorchScript, distillation, and INT8 quantization
- 80,000+ images collected to train ViT and hybrid ViT-CNN classifiers
- 95% shorter self-test data-extraction runtime after refactoring MATLAB data handling
- 5–10% accuracy gains for LLM image analysis from prompt optimization and fine-tuning
Recent work
Machine Learning Researcher
UBC Robotics and Control Laboratory (NSERC-URSA)
Echocardiography report generation from multi-view ultrasound video.
Machine Learning Engineer, Co-op
LLM benchmarking and fast image classifiers for IP infringement detection.