Genetec · Montreal, QC

MLH Fellowship · Remote

Canvec · Montreal, QC

• Reduced invoice processing time by 70% by building AI-powered automation systems that transformed unstructured technician reports into structured business outputs.
• Improved operational efficiency for office staff, technicians, and sales teams by integrating SQL databases, backend APIs, and vector search systems into production workflows.
• Increased system reliability by diagnosing and resolving edge-case failures across backend services, database integrations, and automation pipelines.
• Debugged and improved reliability of API integrations and automated processing workflows across production.
• Managed integrations on a Linux server using Docker containers.

Freelance · Montreal, QC

• Built and deployed full-stack web applications using Next.js, Node.js, PostgreSQL, and REST APIs.
• Improved website performance and discoverability through technical SEO, SSR, metadata optimization, and page-speed improvements.
• Managed end-to-end product delivery including client communication, architecture, deployment, and iteration from client feedback.

Concordia University · Montreal, QC