White Noises
Responsive website to help you sleep, code, or just escape!!
• Developed a responsive website using React and Tailwind CSS, featuring video playback capabilities with upload and commenting functionalities. Implemented multiple categories of white noise to aid focus and productivity.
• Designed a scalable architecture and followed Aglie Methodology with three backend services, utilizing AWS SQS for efficient inter-service communication and AWS Lambda to trigger machine learning models from Hugging Face for sentiment analysis on comments.
• Optimized video buffering using FFmpeg and dynamic buffering techniques , and integrated AWS CloudFront as a content delivery network to improve load times and reliability.
• Leveraged MongoDB, Axios, and RestAPI for database management, ensuring efficient data storage and retrieval.
1. A-Z Deep Learning by Super Data Science
2. Responsive Web Design by FreeCodeCamp
3. Computer Vision and Image Processing - Fundamentals and Applications by NPTEL
4. Natural Language Processing by NPTEL
5. A-Z Machine Learning by Super Data Science
6. Generative Adversarial Networks (GANs) by Coursera
7. Deep Learning with Pytorch: Zero to GANs by Jovian