Jan 2025 - Apr 2026
Graduate Teaching Assistant / Western University
- Instructed and graded students in course content covering Software Tools and Systems Programming, Information Systems and Design, and Specification, Testing and Quality.
Work and research
Experience
Jan 2025 - Present
Research Scholar / Western University
- Researching machine learning and AI approaches for forecasting environmental embeddings to improve crop performance prediction under the supervision of Dr. Mike Domaratzki.
- Designing reproducible ML experiments and evaluating model generalization across regions and seasons.
- Building data pipelines and tooling to support large-scale environmental datasets.
Jun 2024 - Dec 2024
Software Engineer L2 / Chaldal
- Built a customer lifecycle state machine to identify high-propensity buyers, delivering higher contact-to-order conversion and faster time-to-first-contact.
- Developed a type-safe workflow in F# and TypeScript, cutting change-related defects and accelerating delivery.
- Orchestrated cross-service cron and RPC with idempotency; deployed on Service Fabric.