Annotated 100+ hockey games of footage to develop a robust dataset for training machine learning models. Designed a YOLO-based object detection and tracking system to track player movements with 99% accuracy. Developed an extreme gradient boosting algorithm using 150+ videos to evaluate performance evaluation. Utilized homography techniques to map player positions and warp visualized data to original footage.Integrated SAM2 for automating player mask creation, enabling precise overlay of player masks on visualized data.

Top 20 Under 18 teams in Canada; Regional Regular Season Champions (1/9 teams); International Circle K Classic Semifinalists (top 4/40 teams); Ontario Minor Hockey Association Finalists (top 2/22 teams) Participated in rigorous training programs on/off ice to maintain peak physical condition for competitive play; Gave back to the local community with my hockey team though charities (Gift of Giving Back).

Organized engaging STEM events to boost enthusiasm and interest in the field; designed a promotional campaign to build attraction to the organization, ultimately expanding it to over 250 members; collaborated with team members to design logos posters, and other marketing components for the organization.

Led fitness sessions with clients to augment their physical ability; demonstrated proper exercise techniques and ensured clients maintained correct form to prevent injuries; provided ongoing motivation and support to clients, pushing them to improve their physical performance; collaborated with coworkers to craft optimal workout plans for clients.

40+ videos; 140,000+ total views; Posted edits and tutorials to entertain; Collaborated with others to create captivating videos with visual effects

Offered exceptional customer service and beverage preparation; managed inventory for seamless operations; maintained workspace cleanliness