I enjoy making things. Here are a selection of projects that I have worked on over the years.
Developed a social media platform like instagram where a user can upload image as a post. The users can watch the posts according to the privacy settings of a post in their home feed and like-comment. The users can search and follow/unfollow others. They can also get follow suggestions.
Prior models to make image quality low to high were either very inefficient and slow or fast but has low output image quality.We introduced a model which generates high quality images faster, but compromising quality a little bit.
A simple implementation of a Convolutional Neural Network (CNN) from scratch using only numpy. The network is trained on theNumtaDB dataset to recognize Bengali numerical digits.
This project is an implementation of image generation of 3D geometric shapes using ray tracing with appropriate illumination techniques with multilevel of reflections.
Developed a website to make travelling easier. Here a user can host a travel experience like hiking, snorkling, scuba diving etc. And the travellers can search and book their preferred experiences according to budget, team size, duration etc. They can also pay fully or partially. Besides, there is travelling guideline module where a user can search for available transports providing source and destination locations on map. Then, the website will provide all possible transportation choices like direct/indirect, mixed etc with transportation costs.
