# Zain Rizvi > ML engineer and builder. Honours BSc, Computer Science & Mathematics, University of Toronto (2022-2026). Targeting ML/AI engineering, data science, software engineering and robotics roles. Contact: zain4rizvi@gmail.com | https://linkedin.com/in/zain4rizvi | https://github.com/Zain4Rizvi Full structured data (profile, experience, education, skills, projects with case-study text): /api/profile ## Impact - 75% forecast error cut (4% to 1% MAPE), cross-validated on 5 years of data across 10M+ shipments (Purolator) - 25 to 3 min freight forecasting pipeline runtime - 95% processing time cut reconciling $1M+ across 130,000+ payment records (Ontario Ministry of Transportation) ## Experience - Purolator Inc., Data Scientist (Co-op), May-Dec 2025 - Ontario Ministry of Transportation, Data Analyst (Co-op), May-Aug 2024 ## Projects - Robotics VLA: /projects/robotics-vla - Rocket League Analyzer: /projects/rocket-league-analyzer - Canadian Political Donations Platform: /projects/political-donations - Assembly Platformer (playable): /projects/assembly-platformer - Ray Tracer in C: /projects/ray-tracer - Light2D, 2D light transport with colour dispersion in C: /projects/light2d - Songify: 1st place, AMACSS AI Olympics Hackathon ## Resume /resume.pdf