Founding ML Engineer at Nace.AI, building agents and agent SDK for AI-powered financial audit. MASc from the University of Toronto.

Focus Areas

  • AI Agents & LLM Applications
  • Machine Learning & Reinforcement Learning
  • Quantitative Finance

Experience

  • Nace.AI — Founding ML Engineer (current)
  • Lookr — CTO (backed by Velocity Incubator; top 0.5% finalist, 500 Global Palo Alto 2023)
  • Bloomberg — Quantitative Research Intern (quantum-state-based option pricing with neural ODE)
  • Borealis AI (RBC) — ML Research Intern (deep tabular models)
  • Mercedes-Benz — Data Analyst & Process Engineer
  • Unilever Canada — Research Intern

Highlights

  • Built AI-powered financial audit tools that secured a long-term, revenue-generating contract with a Big Four accounting firm
  • Used RL to speed up commercial optimization solvers by 22%
  • Developed ML algorithms for physical system control, raising $50K for an irrigation project in India (funded by IC-IMPACTS & DST)
  • Built data-driven portfolio management products at a FinTech firm
  • Top 0.5% finalist at 500 Global Palo Alto 2023 as CTO of Lookr
  • Published at NeurIPS, ICLR, and Nature during MASc at U of T