Optimized training efficiency for CIFAR-10 image classification and NanoGPT language modeling through systematic experimentation with data augmentation, initialization strategies, and algorithmic improvements.
A Reddit-inspired social platform built with Django featuring user authentication, post creation, commenting, voting, and tag-based forums with a responsive Tailwind CSS interface.
An AI-powered tool that transforms complex policy documents into audience-tailored explanations, providing tiered summaries for different reader levels from high school to economist.
A Python preprocessing pipeline that converts Raven Pro acoustic data into formats suitable for whale localization analysis, supporting marine biology research and conservation efforts.
A command-line Python assistant that helps students maintain study habits through goal tracking, motivational quotes, flashcard quizzes, and session-based reminders with API integration.
Natural language processing project analyzing presidential speeches from 1789 to 2005 using TF-IDF and SVD to uncover evolving rhetorical themes and linguistic patterns.
A comprehensive Java Swing implementation featuring advanced object-oriented design, file I/O operations, collections management, and JUnit testing for a fully functional casino game experience.
