Arithamania 4.0 centers on "Mathematical Innovations in Machine Learning and Natural Sciences," challenging participants to leverage mathematical concepts to solve real-world problems. The hackathon emphasizes the seamless integration of mathematical principles with machine learning algorithms and scientific computing, encouraging solutions that demonstrate both theoretical depth and practical applicability.

Potential Problem Statements

1. Adaptive Tutor for Mathematics & Science

   Develop a personalized learning platform that adjusts problem difficulty based on a student’s performance using mathematical model.

2. Climate Prediction System

   Build a service that forecasts weather patterns using historical data and time-series analysis, helping farmers and businesses plan ahead.

3. Medical Diagnosis Assistant

   Create a system that predicts possible diseases based on symptoms, leveraging probability theory and classification models.

4. Financial Risk Analysis Tool

   Design a platform that assesses investment risks using mathematical models like Monte Carlo simulations and predictive analytics.

5. Image Noise Reduction Service

   Develop a system that enhances image quality by reducing noise using matrix transformations and filtering techniques. And many moreeee!