PROJECTS

Action Recognition from Videos

Developed a hybrid architecture combining VGG-16 and Bidirectional LSTM for human action recognition, achieving 92% accuracy on the UCF-101 dataset. Published in Springer International Conference.

Image Outpainting using Deep Generative Models

Designed a novel GAN-based architecture with dense blocks and dual discriminators, improving image outpainting quality by 25%. Processed over 4,300 images, achieving a 30% reduction in SSIM and MSE errors.

Voice-Based Automated Transport Enquiry System

Engineered a voice-interactive website using artyom.js, Node.js, and React for retrieving transport information. Implemented a responsive front-end and optimized backend processes for efficient data retrieval.

Smart Water Bottle

Created a prototype for an innovative Smart Water Bottle concept, utilizing a Peltier plate as a key component. Collaborated with Cisco thinQbator at college, showcasing practical application of technology in enhancing everyday objects.

Many More on the Way

A series of top-secret projects that will either revolutionize the tech industry or spectacularly fail. Either way, it'll be fun to watch. Stay tuned for updates (or check the news for any unexplained tech phenomena).