origins
- >started with websites in high school, then got addicted to shipping real tools people use
- >learned fast through hackathons, design teams, and founder-style roles where execution matters
- >built an e-commerce business doing $6k+ MRR while still in first year
academics
- >queen's university computer engineering (sci '28), systems + ml focus
- >received $30,000 from queen's for academic excellence and leadership
- >obsessed with learning by doing: algorithms, practical deep learning, and full-stack engineering
experience
- >incoming software engineer intern at wsp, building internal agents tools for thousands of employees
- >at playtoon, shipped ai-powered production features supporting 1,200 monthly active users
- >at wisematic, automated data pipelines processing 15,000+ records weekly and eliminated 8+ hours of recurring work
research
- >published research on benchmarking mllms for forensic science and medicine in ieee access
- >developing generative models that translate clinical text into synthetic ecg signals
- >exploring multimodal learning, agentic systems, and reliable ai evaluation
key projects
- >clinical graphrag engine- searchable patient timelines
- -transformed 50k+ healthcare records into graph-backed clinical context
- >capital markets agent- grounded financial analysis pipeline
- -turns raw market data into grounded, auditable analyst reports
- >vybe- real-time crowd intelligence system
- -measured crowd energy with computer vision at hack the north
contact
- >reach me on linkedin or by email