Research and Teaching Assistant
University of British Columbia · Vancouver, Canada
Building computer vision and MLOps components for a cow lameness detection pipeline for segmentation of workflows, evaluation metrics, backend-frontend, infra setup, with containerized inference services on OpenStack for scalable workloads. TA for Cloud Computing: ran tutorials and office hours for 60+ graduate students on distributed systems and deployment topics, and coached 12 capstone teams through architecture and design reviews toward more production-ready cloud deliverables.

