Hi, I'm Raymond -- 1st Year CS Student at Northeastern
Current Projects:
Dragonboat Seating App:
- Java Spring Boot MVC localhost application to register and store paddler data
- Interactive website depicting the boat layout w/ Java, HTML, CSS, Javascript
- Test and integrate into local San Francisco-based dragonboat team's website
- CSV import and export for paddler data
RefClock Mobile App
- Built a progressive web app with HTML/CSS/JavaScript, deployed on Android/Google Play Store
- Soccer referee timer/scorekeeper that logs live game data (goals, cards, player numbers)
- Self-promoted the app to adoption by Northeastern Intramural Soccer officials
Past Projects:
Plant - NUACM Hackathon Winner - Education Track
- Comprehensive Next.js web application for Northeastern student course planning with AI chatbot/recommendations
- Built with React 19, Typescript, Firebase Authentication, Gemini Integration
- Contribution: Python web-scraping from course catalog; data for 100+ majors in JSON file
NU AI Club Machine Learning Bootcamp
- Implemented linear regression using both gradient descent and closed-form OLS solution on Spotify track data to predict danceability from audio features
- Built PCA from scratch using eigendecomposition on 178-sample wine dataset
- Implemented K-means clustering from scratch with multiple random initializations
- Multi-Layer Perceptron (MLP) Neural Network – Designed and trained a binary classifier from scratch
NU AI Club Hackathon
- Built a full-stack evacuation simulation using React/TypeScript/Leaflet and Spring Boot, featuring real-time agent streaming via WebSockets, OpenStreetMap road network data, and Gemini API-powered traffic analysis
- Interactive UI: Select custom area, emergency type(ex. flood), people in the area, roadblocks/traffic signal failures
- Displays key congestion sites to advise improved evacuation routing and city planning
Elevator Simulation
- JavaFX GUI elevator simulation with MVC and Finite State Machines
- Given large datasets of people, tested elevator efficiency and simulated them
- Contribution: GUI and Controller


