Technical Projects
Here is a collection of my technical projects, showcasing collaborative and individual work.
A full-stack workout tracking web application that enables users to log workouts, track progress with sets, reps, and weights, and visualize strength improvements over time. Features user authentication, structured workout data logging, and progress charts to help users achieve progressive overload goals.
A comparative study of U-Net and Mask R-CNN architectures for traffic sign detection using computer vision and machine learning. Built a complete ML pipeline from data preprocessing to evaluation, benchmarked on the Kaggle Car Detection dataset using IoU, F1-Score, and segmentation metrics. Implemented 5-fold cross-validation and hyperparameter tuning.
A disaster relief planning platform that replaces guesswork with data-driven precision. Features a smart relief calculator that generates supply budgets based on official DSWD standards, real-time disaster monitoring from global feeds (GDACS, USGS), and an impact visualizer showing donors exactly what their contribution funds. Built for DEV's Worldwide Show and Tell Challenge.