Projects


Personal Website

May 2024 - March 2025

  • Designed and developed a responsive web application using modern web technologies
  • Implemented automated deployment using GitHub Pages
  • Developed responsive front-end interface using HTML/CSS and JavaScript with cross-browser compatibility
Skills: GitHub Pages, Web Development, HTML/CSS/JavaScript, Responsive Design

Personal VPN Infrastructure Project

Nov 2024

Built and deployed a personal VPN service using:

  • AWS EC2 (Elastic Compute Cloud) for cloud hosting
  • WireGuard for modern, secure VPN protocol
  • Linux system administration and networking
  • Security configuration including iptables and AWS security groups
  • Public/private key cryptography for secure communication
Skills: AWS Cloud Infrastructure, Network Security & Configuration, Linux System Administration, Cryptography & Security

Reddit to Tiktok Automation

Oct - Nov 2024

  • Engineered a Python script to automate TikTok video creation from Reddit posts
  • Leveraged PRAW API for Reddit post text retrieval
  • Utilized RapidAPI for downloading relevant YouTube background footage
  • Integrated ElevenLabs API for text-to-speech conversion with realistic voices
  • Generated precisely timed subtitles with Aeneas forced alignment
  • Processed and combined audio, video, and subtitles using FFmpeg libraries
Skills: Python (Programming Language), REST API, Natural Language Processing (NLP), Ffmpeg, Video Processing

Gemini Pro Chatbot Wrapper

Feb 2024

  • Implemented a mobile app wrapper for Google Gemini Pro chatbot w/Flutter
  • Integrated with Firebase for hosting and Cloud Firestore for seamless management of Gemini Pro API requests
  • Utilized Firebase features like Cloud Functions and Authentication for secure and efficient data management
Skills: Firebase, Cloud Firestore, Mobile Application Development

SMS Classification Project
SMS Text Classification Network

Dec 2023 - Jan 2024

  • Created a LSTM Recurrent Neural Network model that predicted spam in text messages w/97% accuracy
  • Imported & Cleaned SMS Spam Collection dataset through eliminating punctuation, stopwords, etc.
  • Utilized MATLAB & WordCloud to model categorical data & model accuracy over epochs
  • Set up Early Stopping & Reduced Learning Rate to limit overfitting
Skills: MATLAB, Tensorflow, Python

KNN Book Recommendation Engine

Nov - Dec 2023

  • Created a model that provides a user with related books when given a title
  • Imported & Cleaned Books-Crossings dataset containing 1.1M ratings, 270K books, 90K users
Skills: Tensorflow, Keras, Scikit-learn, SciPy, Pandas

Fine Motor Skills Development

Sep - Dec 2022

  • Developed 3 FMS games in a team with BrickLink CAD modeling & P5.js
  • Worked on game development, GUI, project proposals
Skills: JavaScript, Computer-Aided Design (CAD)