About
About me.
I'm an AI engineer in Toronto. My work spans secure AI integrations, model evaluation, application engineering, and data quality.
Engineering work
AI Engineer · Environics Analytics · April 2026–present. I independently developed authorization enforcement for AI-connected search and tool access, designed and tested a remote agent-tool integration using OAuth2/PKCE, and built evaluation and human-review workflows. The remote integration was tested, not deployed. I also contributed to a team-owned agent-tool platform, focusing on authenticated remote access and reporting SDK capabilities.
Research Associate · Environics Analytics · February 2024–April 2026. I worked on mobile-data quality control, release evaluation, anomaly investigations, and repeatable reporting workflows. These are descriptions of the types of engineering problems I worked on—not public demonstrations of proprietary implementations.
Research
I completed a BSc in Computer Science with a Mathematics minor and an MSc in Computer Science at Ontario Tech University. My thesis, Discovery of Trend Dependencies Over Time-Series, studied approximate mathematical relationships in noisy, changing time-series data.
Outside work
I build independent projects to investigate questions that interest me: evaluation for retrieval-augmented systems, reliable data pipelines, and turning solo-piano recordings into editable notation. I also play piano.