Projects
Explore my portfolio showcasing a range of applications, products, and services across Full-Stack Development, Data Science, and Machine Learning. Each project represents a step in my journey from early programming experiences through my Master's Degree in Computer Science, reflecting growing technical proficiency and evolving interests in solving complex problems.
Recipe Book Web App
A dynamic recipe management application built with Angular and Firebase. Users can create, store, and manage their recipes with rich features including ingredient calculations, shopping lists, and real-time data synchronization. The project showcases modern Angular architecture, state management, and cloud integration patterns while providing an intuitive interface for home cooks.
Shopping Web App
Dynamic shopping app developed using react, redux, hooks and firebase. The app allows the user to navigate through a clothing catalog and add items to a checkout cart as they go. The application also takes credit card payments using Stripe's API. This is a serverless application hosted in Netlify.
Progressive CNN Architecture for Pneumonia Detection
A Deep Learning Pneumonia Detection System employing a progressive CNN architecture for chest X-ray analysis. This framework leverages three approaches: a basic CNN, an enhanced architectural model, and a histogram-equalized variant, focusing on binary classification optimization through systematic experimentation and preprocessing techniques.
Divvy Bike Membership Conversion Analysis
A Data Analytics and ML project predicting casual-to-member conversions for Chicago's Divvy bike-sharing service. Utilizing year-long ridership patterns and predictive modeling, the system analyzes temporal and spatial data to identify conversion opportunities and develop membership growth strategies.
