Work
Experience
Where the research turned into code other people depend on.
01
ProposalAI - Software Engineer
Led development of a B2B SaaS platform to accelerate RFP response writing. Built dynamic RAG pipelines with LLMs (GPT & Gemini) and vector DBs to reduce hallucination to <0.5%.
02
UBC - Research Assistant
Building Reinforcement and Recommendation Models using ML to persistently change user behavior for positive outcomes. Utilizing click-stream modelling to gather user insights.
03
HealthTech Inc. - ML Engineer
Developed predictive models for patient risk assessment using electronic health records. Implemented privacy-preserving federated learning techniques to maintain HIPAA compliance.
04
TechStartup - Full Stack Developer
Architected and built a serverless application using AWS Lambda, API Gateway, and DynamoDB. Implemented CI/CD pipelines reducing deployment time by 70%.
