A mobile app for trading local goods with location-based search, customizable range filters, and real-time messaging. Developed in an Agile environment.

A cross-platform social listening app exploring synchronized playback, shared queues, and real-time group interaction using the Spotify API.

An unsupervised machine learning project using K-Means clustering and feature engineering on a real-world customer purchase dataset to group customers by shopping behavior for targeted marketing and personalization.

A supervised machine learning project implementing a perceptron from scratch and training multi-layer neural networks to learn non-linear decision boundaries on synthetic datasets.