My Work

A selection of projects I've built — combining technology, creativity, and mindfulness.

Intro to Game Development

Developed an interactive learning module for high school students to build a Space Invader game using Pygame. This project was part of an educational outreach effort to introduce young learners to game development and problem-solving.

Tools: Python, Pygame, GitHub Pages

View on GitHub

Student Success Predictor

Machine learning-based tool designed to identify students who may be at risk of failing a course. Uses early indicators such as login frequency, assignment submissions, and discussion participation to support early intervention.

Tools: Python (pandas, scikit-learn), Streamlit, GitHub, Docker (optional)

View on GitHub

Medical AI Pipeline

A reproducible MLOps pipeline for medical image classification. This project is designed to demonstrate best practices for reproducibility, scalability, and deployment in AI-powered medical research.

Tools: Python, MLflow, DVC, Docker

View on GitHub

Customer Segmentation Dashboard

Interactive dashboard that segments customers based on behavior and demographics. Enables businesses to personalize marketing strategies.

Tools: Python, Pandas, Seaborn, Plotly

View on GitHub

Personalized AI Tutor

An AI-powered tutoring system that adapts to student progress and learning styles. Designed to support self-paced learning in STEM subjects.

Tools: Python, Streamlit, GPT APIs (Private Repo)

Home Appliance Maintenance App

Android app that helps users track and manage appliance maintenance schedules. Includes reminders and repair history logging.

Tools: Java, Android Studio, SQLite

Business Card Scanner

Mobile app that uses OCR to scan business cards and extract contact information. Designed for on-the-go networking professionals.

Tools: JavaScript, React Native, Tesseract.js

View on GitHub

Aurora Prediction

A lightweight tool for predicting aurora visibility based on real-time geomagnetic activity data.

Tools: Python, API integration, Data Visualization

View on GitHub

Version Control Modules for Middle School Students

Educational modules that introduce middle schoolers to Git and GitHub through interactive lessons and visual tools.

Tools: Git, GitHub Pages, Curriculum Writing

View on GitHub

Dog Transport Coordination App

Forked project for coordinating transport of rescue dogs. Features volunteer coordination and scheduling.

Tools: C#, ASP.NET

View on GitHub

Skills & Tools

Python, Streamlit, Scikit-learn, Android, Firebase, Tableau, Power BI, HTML/CSS, Git, GitHub, React Native, Educational Design, Docker, MLflow