Beyond Grades is a full-stack MERN-based recruitment platform featuring a dedicated Python Microservice to implement a deterministic, skill-based matching algorithm. It ensures fair, transparent, and high-quality candidate shortlisting by analyzing verified projects and expertise rather than relying on traditional academic grades.

A social platform for developers to create profiles, showcase skills, and connect with others who share similar tech stacks and interests. Built to foster collaboration and meaningful connections in the developer community.

This project introduces a fairness-aware SBMM system for real-time strategy (RTS) games using PCA and Logistic Regression. It features a Gradio-powered simulation UI, precision-based balance metrics, and visual analysis tools. Built with Python and deployed on Hugging Face Spaces.