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Projects

Here's a showcase of my work spanning various technologies and domains. Each project represents a unique challenge and demonstrates different aspects of modern web development, from full-stack applications to machine learning implementations.

College Management System

djangoreact.jspython

Full-stack college management platform built with Django backend and React frontend. Features student and faculty profiles, course and enrollment management, role-based access control, and responsive UI for administrative tasks and reporting.

Real Time Chat Applicaton

djangodjango channelsweb sockets

Real-time chat application using Django Channels and WebSockets. Supports multiple chat rooms, live messaging, presence indicators, and message broadcasting with a scalable async architecture.

Event Management Application - MERN Stack

mongodbexpress.jsreact.jsnode.js

MERN-stack event management app for creating, listing and registering events. Includes user authentication, event CRUD, ticketing, search and filtering, and an interactive UI for organizers and attendees.

RAG Project

minilmgpt-2faiss

Retrieval-Augmented Generation pipeline combining MiniLM embeddings, FAISS vector store, and a GPT-2 model for context-aware text generation. Demonstrates document indexing, similarity search, and conditioned generation for improved responses.

Movie Recommendation System

neural networkshybrid filtering

Hybrid movie recommender combining collaborative and content-based filtering with neural network models. Provides personalized recommendations, evaluation metrics, and examples of feature engineering on movie metadata.

Invoice Generator

react.jsviteantdesign

Clean, responsive invoice generator built with React, Vite and Ant Design. Create, edit and export invoices as PDF, manage client and item lists, and use templates for quick invoice creation.

Asynchronous Task Manager

celeryredisdjango

Django-based task manager utilizing Celery and Redis for background job processing. Includes task scheduling, progress tracking, retry policies, and dashboard views for monitoring asynchronous workflows.

Shopify MERN App

mongodbexpress.jsreact.jsnode.js

MERN application showcasing Shopify-like product catalog functionality. Features product listings, search and filtering, product detail pages, and a modular backend for managing inventory and product data.

Attendance Management Application

Coming Soon
djangohtmx

Coming soon: Lightweight attendance management tool using Django and HTMX for dynamic, server-driven interactions. Planned features include daily attendance logging, automatic calculations, exportable reports, and an easy-to-use interface.

Open to Collaboration

I'm always excited to work on innovative projects that push boundaries and create meaningful impact. Whether it's web development, data science, or embedded systems, I bring a comprehensive skill set and passion for solving complex problems. Let's build something amazing together!

Contact Me

Feel free to reach out at binaryash@hotmail.com binaryash@hotmail.com link to discuss potential collaborations or project opportunities. Let's connect and make magic happen!