BiModal Speech Emotion Recognition and Empathy Detection

A multimodal approach that integrates speech emotion recognition (SER) from audio signals with empathy and emotion detection from text.

Kanbas - Online Learning Management System

Kanbas is a full-stack web application mimicking the functionality of the Canvas platform used by Northeastern University. The front-end was developed with React.js, while the back-end was powered by Express.js and MongoDB for data management, offering a dynamic and responsive learning environment.

GRIME: Graphical Image Manipulation and Enhancement

GRIME is a Java-based application for image manipulation, featuring operations like compression, color correction, and levels adjustment. The system follows a modular, MVC design, which helped improve code maintainability and reduce complexity.

Lane Detection and Driver Assist System

This project focused on developing a robust computer vision pipeline for autonomous vehicle systems, utilizing advanced image processing techniques for lane and road sign detection, employing convolutional neural networks (CNNs) and classical image processing algorithms with OpenCV.