Data Analyst & Software Engineer
Currently shaping research at Langara's Applied Research Center — where I transform raw data into actionable insights and build ML models that actually matter.
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. Now I'm at Langara's Applied Research Center , building ML models and uncovering insights from complex datasets.
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 opportunities in Data Analytics at Vancouver, BC, Canada. But my inbox is always open. Whether you have a question or just want to say hi.
