GitHub Repository Project
A brief description of the project.
Portfolio
Mathematical Data Driven Methods
Vision Transformer(ViT) from Scratch - Solving Partial Differential Equations(PDE)
Mathematical Data Driven Methods for Modelling and Simulations of Science and Engineering Problems, mostly modeled as partial differential equation therefore how to solve them for performing simulation of the system. I have trained ViT model onto the Allen Cahn PDE to dataset and checked the model predicted solution for the unseen input dataset. results are close to exact solution.
AI Systems
Lean4Agent: Multi-Agent AI System for Solving Mathematical Problems
Lean4Agent is a collaborative AI system designed to tackle complex mathematical problems using multiple intelligent agents.
Parallel and Distributed Computing
Parallel and Distributed Computing
How to write and solve computation problem efficiently on different architectural devices having parallel and distributed computational frameworks
Data Analysis
Super-Market Analysis and Prediction using Python and MySQL Database
Analyzing sales data from a supermarket MySQL database to uncover insights and predict customer behavior. It uses Python, , and machine learning techniques to preprocess data, perform exploratory analysis, and build predictive models for customer types.r 1
Computer Vision
Disease Detection Web Application
The Disease Detection Web Application, developed in 2022, is a machine learning-powered platform designed to assist in the early detection of diseases. 