about me
who i am
I’m a University of Toronto HBSc student completing a Computer Science Specialist, Physics Minor, and Focus in AI. I’m currently a Machine Learning Engineer Intern at Shopify, working on personalized search ranking.
Previously, I built authentication APIs at CIBC and developed a React and Node.js job board with Blueprint for Toronto Community Employment Services.
Education
University of Toronto
HBSc Computer Science Specialist
Physics Minor • Focus in AI
CGPA: 3.95/4.0 • Expected 2028
Dean's List$19K Scholarships
experience
what i've done
Machine Learning Engineer Intern
Shopify • Toronto, ON
- Led a personalized relevance ranker for Shop App search, deriving buyer-profile features from large datasets and training distributed ranking models that improved pOneDCG@1 by 6.7 points.
- Engineered personalization features earning 13 top-30 signal rankings; evaluated LLM relevance signals and fine-tuned candidates on GPU across 4.3M+ search-result rows.
- Built a ranking-metric visualizer adopted by 50+ team members.
Personalized Ranking+6.7 pOneDCG@14.3M+ Rows50+ Team Members
Software Engineer Intern
CIBC • Toronto, ON
- Collaborated with IBM engineers on multi-agent AI RAG using AutoGen and prompt engineering; parsed specifications, found 70+ inconsistencies, and generated and validated test cases.
- Built and tested 25+ REST API endpoints for the Client Authentication Hub using Quarkus, Postman, and SQL.
- Automated change-request API testing in Python, cutting testing time by 74% with a tool adopted team-wide.
AutoGenQuarkus25+ REST Endpoints74% Time Reduction
Project Developer
Blueprint • Toronto Community Employment Services
- Developed a React and Node.js job board supporting 1,000+ active users and 500+ listings.
- Built admin filtering and sorting tooling for Toronto Community Employment Services.
ReactNode.js1,000+ Active Users500+ Listings
skills
what i know
Languages
PythonJavaC++JavaScriptTypeScriptSQLRGo
Frameworks
ReactNext.jsNode.jsSpring BootQuarkusFlaskExpress
AI/ML & Tools
PyTorchTensorFlowOpenCVAWSDockerKubernetesGit