Resume
Resume and professional highlights
A quick overview of my background in software development, applied AI, machine learning systems, retrieval-based applications, and deployment-oriented engineering.
Summary
Applied AI / ML Engineer focused on end-to-end systems
My work combines software engineering, machine learning, retrieval systems, and deployment-focused development. I’m especially interested in building AI products that go beyond notebooks into usable, maintainable systems.
Location
Toronto, ON
Focus
ML + Applied AI
Background
Software Development
Strength
End-to-End Delivery
Applied AI Systems
Building real-world AI systems across retrieval-augmented generation, workflow automation, and production-ready applications. I focus on combining machine learning, APIs, and system design to create scalable, deployable AI products.
Software Foundation
Previous software development experience strengthened my approach to APIs, maintainability, product thinking, and production-oriented workflows.
Deployment Mindset
Comfortable working with FastAPI, Docker, backend services, async workflows, and deployment-aware AI system design.