Projects
Sporacle
Self ProjectSporacle is a web application designed to provide users with personalized astrological readings based on their Spotify listening habits. This project combines my interests in web development, data analysis, and machine learning, utilizing Spotify's API and OpenAI's GPT-3.5 to create a unique and engaging user experience.
Key Features
- Personalized Readings: Leveraging Spotify's API, Sporacle fetches users' top tracks and artists, analyzing their listening habits to generate unique, personalized astrological readings using OpenAI's GPT-3.5.
- OAuth Authentication: Secure OAuth authentication allows users to log in with their Spotify accounts while ensuring data privacy and secure access.
- Real-Time Data Processing: Processes real-time data from Spotify to provide up-to-date readings, enhancing relevance and accuracy.
- Responsive Design: Features a user-friendly, responsive design for seamless experience across devices and screen sizes.
- Secure Deployment: Deployed on Heroku with custom domain and HTTPS security compliance for a reliable user experience.
Technical Stack
Backend
Node.js, Express.js
Frontend
HTML, CSS, JavaScript, Handlebars.js, jQuery
APIs
Spotify Web API, OpenAI GPT-3.5 API
Authentication
OAuth 2.0
Hosting
Heroku
Version Control
Git, GitHub
AI Text Authenticator
Academic Capstone · NLP @ NYUAI Text Authenticator is a production‑ready detector that flags whether a passage was written by a human or a large‑language model. I designed the full ML pipeline — from feature engineering to a Flask web demo — and achieved >92 % F1 across six public corpora. The project demonstrates my ability to translate cutting‑edge research into an accessible tool for editors, educators, and policy makers.
Key Highlights
- Hybrid Feature Set. Engineered 5 linguistic statistics (e.g., entropy, repetitive‑word ratio) and fused them with TF‑IDF vectors for richer signal.
- Robust Evaluation. Trained & tuned LR, SVM, and RF models on 30 k examples (balanced human / machine) and reported precision, recall, and F‑measure on held‑out test splits.
- Error Analysis. Built custom scripts to surface the 30 most misclassified POS tags, guiding future feature work.
- Scalable Web Demo. Containerised a Flask front‑end so stakeholders can upload text or CSVs and get instant authenticity scores.
- Security‑First DevOps. Added GitHub Actions for linting / unit tests; deployed the demo on an AWS EC2 instance with HTTPS.
Technical Stack
Modeling
scikit‑learn (LR · SVM · RF), GridSearchCV, Pandas
Feature Eng.
NLTK, SpaCy, custom statistical scripts
Serving
Flask, Gunicorn, Docker
Testing & CI
PyTest, GitHub Actions
Hosting
AWS EC2 (HTTPS via Nginx + Certbot)
Collaboration
Git, GitHub Projects
Atlantis
Full‑Stack CapstoneAtlantis is a Next.js + React web app that helps listeners unearth hidden‑gem tracks and build playlists centred on artistic merit rather than charts. I architected the UI, API layer, and local‑storage caching so sessions stay lightning‑fast—even offline.
Key Highlights
- Instant Discovery. Type‑ahead search pings the Discogs API in < 150 ms, returning songs, albums, and artwork with debounced calls.
- Playlist Builder. One‑click "Add to Atlantis" bookmarks a track in browser storage; re‑ordering and drag‑drop deletion feel native.
- Auth & Profiles. Mock login with hashed passwords and JWT cookies lays the foundation for multi‑device sync.
- Adaptive Theming. Tailwind + Sass variables snap between dark "ocean" mode and light "coral" mode based on system preference.
- Form Guardrails. React‑Hook‑Form validates inputs client‑side; errors render inline for full a11y compliance.
Technical Stack
Frontend
React 18, Next.js 14 (App Router), Tailwind CSS, Sass modules
Backend / API
Next.js API Routes, Node.js, Discogs REST, Spotify Web API
State & Storage
React Context, localStorage (playlists), JWT cookies
Validation
React‑Hook‑Form, Yup
Tooling
Vite, Webpack, ESLint, Prettier
Deployment
Vercel (CI/CD from GitHub)
Additional Projects & Courses
Most of the projects have been school-based, along with some website-building projects, all accessible on my GitHub repository.
Explore More Projects on GitHub