Professional Overview
Full-stack developer with ~4 years building AI-powered products end to end — React/Next.js frontends, FastAPI/Node backends, and PostgreSQL/Supabase, all containerized on Docker and Kubernetes. Skilled in LLM integration (OpenAI, Claude, Gemini), RAG, and agent workflows, with a data/ML foundation in PyTorch and scikit-learn. UBC Math & Data Scienc
Areas of Expertise
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
