Résumé / professional background
Engineering experience.
Secure AI integrations, evaluation, applied ML research, and data-quality engineering.
Download résumé (PDF) ↗Experience
AI Engineer · Environics Analytics · April 2026–present
Independent work on authorization for AI-connected search and tools; a tested OAuth2/PKCE remote agent-tool integration; LLM evaluation and human-approval workflows. Contributions to a team-owned agent-tool platform included authenticated access and reporting SDK work.
Research Associate · Environics Analytics · February 2024–April 2026
Recurring analytics quality checks, anomaly investigations, and evaluation of changing data products.
Independent projects
AgentShield ↗ — paired prompt-injection testing, tool authorization, and synthetic evaluation traces. Evaluated RAG ↗ — retrieval, grounding, and abstention experiments.
Research
MSc Computer Science, Ontario Tech University. Discovery of Trend Dependencies Over Time-Series ↗