Full Stack Developer & Data Analyst
Currently building full-stack AI features at yPilot — shipping multi-tenant SaaS infrastructure, agentic LLM workflows on LangGraph, and cost-optimized document-processing pipelines on AWS.
I'm drawn to the intersection of data and design — finding patterns in chaos and crafting solutions that feel intuitive. My journey began with a Computer Science degree, where building my first (admittedly rough) web app sparked something.
I've worked across the spectrum: from a fast-moving startup where I learned to ship, to established tech companies where I learned scale, and a stint at Langara's Applied Research Center where I sharpened the data side. Now I'm at yPilot , building full-stack AI features and document-processing pipelines for regulated-industry SaaS.
When not analyzing data, I'm experimenting with AI projects or exploring new ways to visualize information.
Tools & Technologies
Retrieval-Augmented Generation system built on Yelp restaurant review data featuring a comprehensive NLP pipeline with sentiment classification, BERTopic clustering, and FAISS vector search. Includes an interactive chat interface powered by locally-run Ollama models for privacy-focused, cost-efficient querying.
End-to-end data analytics project analyzing telecom customer data to identify churn patterns and retention factors using Python, achieving 75% accuracy through XGBoost Model and feature engineering. Conducted comprehensive EDA with correlation analysis, implementation of PCA for dimensionality reduction and created interactive Streamlit dashboard for stakeholder presentations.
Currently, looking for new Software Engineering and Data Analyst opportunities in Vancouver, BC, Canada. But my inbox is always open. Whether you have a question or just want to say hi.
