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Experience
Work

Experience

Where the research turned into code other people depend on.

01
Jan 2025-Current

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%.

RAGLLMVector DBBullMQ
02
Jan 2025-Current

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.

Machine LearningReinforcement Learning
03
2023-2024

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.

TensorFlowPyTorchHealthcare ML
04
2022-2023

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%.

AWSServerlessCI/CD