Summary
Lucas Harvey is a Senior ML Engineer based in Montreal with nine years of software engineering experience blending full-stack development and production-grade machine learning. A University of Waterloo CS graduate, he progressed from internships at Wayfair, Bloomberg and Facebook to engineering roles at Meta where he now focuses on ML systems. He has a track record of speeding up ML training pipelines, building microservices for model and feature discovery, and optimizing large-scale data workflows—often yielding order-of-magnitude performance improvements. Comfortable across finance, e-commerce, fitness and social media domains, he pairs rigorous engineering with practical product impact and a habit of improving user-facing metrics through backend optimizations. Outside core work he’s applied quantitative problem-solving to areas like sports physics and tutoring, revealing a knack for translating complex data into actionable insights.
9 years of coding experience