NLP Movie Genre Classification System
Built an NLP classification pipeline to predict movie genres from plot summaries using the IMDb Genres dataset, comparing TF-IDF + Logistic Regression with a fine-tuned DistilBERT transformer model.
Computer Science graduate from Simon Fraser University.
Passionate about elegant solutions and cutting-edge technology.
BC Liquor Distribution Branch
Upgraded three enterprise Java/Spring Boot applications by refactoring deprecated APIs and updating dependencies. Implemented a SAML 2.0 single sign-on solution across 10 internal applications and improved deployment reliability using Jenkins CI/CD and WildFly across environments supporting 500+ retail stores.
Epic Safety
Improved reliability of IoT devices and a React-based cloud platform by designing and executing 200+ automated and manual tests, achieving 95% test coverage and identifying 50+ defects before release. Diagnosed critical firmware issues through hardware simulation and log analysis in Keil μVision.
Built an NLP classification pipeline to predict movie genres from plot summaries using the IMDb Genres dataset, comparing TF-IDF + Logistic Regression with a fine-tuned DistilBERT transformer model.
Collaborated in a 4-person Agile team to develop a 2D maze-chase game in Java, implementing AI pathfinding with the A* algorithm, collision detection, and dynamic map/obstacle mechanics.
Developed a full-stack expense tracking web application using the MERN stack, enabling users to record, manage, and visualize financial transactions.
Performed exploratory data analysis on 50k+ NYC Airbnb listings and built a machine learning models to predict prices based on various features.
Analyzed 4,000+ survey responses from the Great American Coffee Taste Test dataset to explore relationships between demographics, economic factors, and coffee consumption habits.
Built a terminal-based peer-to-peer chat application in C using UDP sockets, enabling real-time communication between clients through a multithreaded architecture with POSIX threads.
Simon Fraser University
Graduated with distinction
Focus areas: Algorithms, Computer Architecture, Computational Linguistics, Data Mining, ML
I'd love to hear from you.
Open to new opportunities, collaborations, and interesting conversations. Reach out through any of the channels below.