Experience

Zed Industries

• Software Development
• 1 - 100 Employee

• Lead ML Engineer

  • Jun 2023 - Present

  Leading the ML effort with the super talented team @ https://zed.dev/ Working on on-device Semantic Search and LLM based Code Intelligence in Rust. Leading the ML effort with the super talented team @ https://zed.dev/ Working on on-device Semantic Search and LLM based Code Intelligence in Rust.



OMERS Capital Markets

• Canada
• Capital Markets
• 1 - 100 Employee

• Senior Analyst

  • Mar 2021 - Jun 2023

  Quant Strategies GroupResponsible for Machine Learning Research and Research Systems Development (Python/C#/JS).

• Analyst

  • Jun 2019 - Mar 2021

  Focused on Full Stack Analytics Development and Machine Learning Research in the Alternative Data space for both Risk Management and Capital Markets.



RiskLab, University of Toronto

• Canada
• Financial Services
• 1 - 100 Employee

• Machine Learning Researcher

  • Mar 2020 - Mar 2021

  Focused on NLP applications for topical/thematic index creation and portfolio construction. Focused on NLP applications for topical/thematic index creation and portfolio construction.



CPP Investments | Investissements RPC

• Canada
• Investment Management
• 700 & Above Employee

• Senior Analyst

  • Oct 2016 - Jun 2019

  Analytics team responsible for balance sheet modeling, liquidity risk and exposure forecasting.

• Analyst

  • Jul 2015 - Oct 2016

  Funding Services team responsible for cash/FX management, liquidity analysis and transfer pricing.



CIBC

• Canada
• Banking
• 700 & Above Employee

• Consultant

  • May 2014 - Aug 2014

  Internal consulting group focused on driving efficient, lean and agile processes across the organization. Internal consulting group focused on driving efficient, lean and agile processes across the organization.



CGI

• Canada
• IT Services and IT Consulting
• 700 & Above Employee

• Project Control Officer

  • May 2013 - Aug 2013



CGI

• Canada
• IT Services and IT Consulting
• 700 & Above Employee

• Strategy and Planning Consultant

  • May 2012 - Aug 2012