Projects

2D Bridge simulation wth position based dynamics
Technologies used: C++, OpenGL
Simulates a Bridge structure in 2 dimensions with physics to accuratly portray a bridgetype in stress.
Demo

Panda Express Fullstack application
Technologies used: React JS, Express JS, PostgreSQL, Node JS
Created interconnected modules including a manager portal for sales data, a POS system, a kiosk page, a menu board, and a kitchen page for processing orders. Integrated a PostgreSQL database to seamlessly manage all data interactions across components. Enhanced accessibility with options for text size adjustment, high-contrast mode, and multilingual support using a translation API. Designed a user-friendly interface ensuring scalability for real-world deployment scenarios. Created the app utilizing all the up to date React JS features like components, props, and state.

link

Lip Reader
Technologies used: Python, Tensorflow, Keras, OpenCV, numpy
Developed a lip-reading algorithm from scratch using deep learning and computer vision, aimed at assisting the deaf communicate effectively with others.
Developed a script to collect about 1000 very short videos of a man speaking and alignments, totaling to about 450 MB of data for training the model.
Utilized 3D-CNNs to classify sequences of frames into words, achieving 95.6% training accuracy and 97.3% testing accuracy.
The final model demonstrates high precision, recall, and F1 score.

3 dimensional arcade style fighting game in C++
Developed my understanding of animations and graphics with the use of polygons from matrices (sfml and openGL).
Allowed me to gain a thorough understanding of the coding language C++.
Taught me to efficiently create 3D models.