Education
Bachelor’s in Computer Science
University of British Columbia, Sep 2022 – Present
Experience
Web Developer Student
SMS Logistics Inc.
Feb 2025 – Apr 2025
- Developed a fully responsive website to enhance user experience and accessibility
- Applied form validation and secure data handling for efficient input processing
- Integrated backend databases to store and analyze customer inquiries and logistics data
- Optimized website performance for fast load times and mobile compatibility
Research Assistant - CS (Hemp Waste Reuse)
University of Guelph
May 2023 – Aug 2023
- Designed and trained a Neural Network achieving over 95% accuracy in data classification
- Conducted data augmentation to increase dataset size by 50% improving robustness
- Implemented software testing techniques to ensure high-quality data processing
- Produced 6 data visualizations to communicate insights and model performance
Research Assistant - CS (UAV Bird Control)
University of Guelph
May 2022 – Aug 2022
- Built data processing and drone management features, with 98% recognition accuracy
- Carried out image annotation and labeling for training data to enhance accuracy
- Collaborated with researchers on publication development, submissions, and presentations
Projects
Product Review Sentiment Analysis
Built a machine learning pipeline to classify customer sentiment from product reviews using NLP techniques. Trained and optimized Random Forest and SVM models, visualizing key insights with sentiment plots and word clouds.
Adidas Sales Data Report
Created a dynamic sales dashboard by processing Adidas retail data through ETL workflows in Python, Excel, and R. Delivered interactive Power BI reports to uncover revenue trends and support business decision-making.
Canadian Airport Analytics ETL Pipeline
Engineered a full ETL pipeline to analyze Canadian airport traffic and delay data using SQL and Python. Automated data ingestion with Airflow and visualized flight trends and seasonality through custom Plotly dashboards.
Travel Journal Web App
Developed a responsive web app for travelers to record and organize location-based journal entries. Leveraged the REST Countries API and SQLite to store, enrich, and visualize user experiences across destinations.