Hello, I'm a Software Engineering student with a strong interest in programming and a genuine passion for learning. I have a particular fondness for full-stack applications and machine learning. Through a combination of technical skills and a problem-solving approach, I strive to deliver high-quality code to improve the performance of websites, software, and applications.
The ultimate app for discovering and sharing the most creative and powerful ChatGPT prompts! Built with React and Next.js, Prompt GPT offers a seamless and dynamic user experience. I've integrated next-auth to provide secure and intuitive user authentication, making sure each user can easily create their own account and join the community. The app is powered by a robust MongoDB database, enabling full CRUD operations to create, read, update, and delete your favorite prompts.
I worked independently on a Navigation System that required me to implement Dijkstra’s algorithm, data parsing, and the in and out pipe communication to the pygame plotter. I created a C++ class called digraph.cpp and implemented Dijkstra's algorithm to determine the least cost path between two points on the map. Through my implementation of unordered maps and a min heap, my algorithm achieved an efficient time complexity.
I built a robust fruit classification system using a pre-trained ResNet50 model with additional layers to accurately categorize a diverse dataset of 60 different fruits images of 100x100x3, achieving a validation accuracy exceeding 99%. Implemented standard ML techniques, including the creation of a confusion matrix for performance evaluation and the implementation of data augmentation for improved model generalization
I collaborated with 4 other members at the 2023 HackED hackathon to produce a working model within 24 hours. We successfully simulated 3D elastic collisions between hundreds of particles and reacted to form a new particle utilizing Three.js. In addition, we added macroscopic properties such as temperature which can affect the velocity of each particle and the reaction speed.