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Rajnish Bhagat's Projects

chatz icon chatz

This is a fully responsive Web Chat App in MERN with a seamless User Login/SignUp system by incorporating JWT for secure User Authentication. Functionalities include Personal/Group Chats, File Sharing & Emoji Support. Incorporated Socket.io for Real-Time messaging, Multer for file handling, Zustand for State Management and ShadCN for UI Components

dstagnn icon dstagnn

DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.

lost-and-found-app icon lost-and-found-app

An Android application for items lost and found on campus with post and claim functionality. It was developed using Kotlin and Firebase.

paytm-clone icon paytm-clone

This web app (Paytm Clone) has been developed using the MERN stack. It offers functionalities such as Signup/ Signin, Authentication and Payments. Libraries such as Zod and JWT have been incorporated here to maintain consistency.

placement-portal icon placement-portal

A Placement Portal for on campus placements with various features tailored to the needs of students, companies, and the placement cell. It was developed using PHP and MySql.

real-time-pizza icon real-time-pizza

An E-Commerce platform for ordering pizza, incorporating Socket.io for real-time order tracking functionality for both clients and administrators. Implemented Cart functionality using Express-Session along with a secure Login/Registration system using Passport Middleware and made the website responsive using Tailwind CSS.

traffic-prediction-tgcn icon traffic-prediction-tgcn

This model is a modified version of TGCN(Temporal Graph Convolution Network) for traffic prediction where the adjacency matrix has been replaced by the centrality matrices: Degree Centrality and Closeness Centrality Matrix. This helped in achieving improved results over multiple evaluation metrics. It has been tested on 2 datasets: SZ and Losloop.

two-pass-assembler icon two-pass-assembler

Developed a two-pass assembler for an instruction set, handling label assignment, opcode generation, and error detection for assembly language programs. Also created an emulator capable of loading object files, producing memory dumps, and executing test programs.

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