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Bhavdeepmnit/Readme.md

Hey, I'm Bhavdeep πŸ‘‹ β€” I build full-stack MERN products and ship CPU-friendly ML systems

Typing animation

I’m a CS undergrad at MNIT Jaipur (2022–2026) and I build production-style web apps (MERN) and practical ML systems that run beyond notebooks.


About Me

  • I build role-based, JWT-secured web platforms with React + Node.js + Express + MongoDB, including validation, rate-limiting and clean API boundaries (see: Laundry Management System).
  • I’ve implemented full-stack dashboards with charts and transaction pipelines (see: Personal Budget Tracker with Recharts + MERN backend).
  • I work on computer vision / segmentation systems designed to run on CPU, including TorchScript export and dynamic INT8 quantization for inference (see: land_seg).
  • I’ve shipped an ML project that connects Apriori association rules with prediction models and a Streamlit UI (see: Smart_Retail_System).
  • I’m open to SDE / Backend (Node.js) and ML / Computer Vision roles β€” anywhere / remote.

Tech Stack

Only includes technologies that appear in your repositories (READMEs + language breakdowns).

Languages

JavaScript TypeScript Python HTML CSS

Frontend

React Vite Next.js Tailwind CSS React Router

Backend

Node.js Express JWT

Databases

MongoDB

Tools & DevOps

Git Docker

AI / ML

PyTorch scikit-learn Streamlit Pandas NumPy


Featured Projects

🧺 Laundry Management System β€” multi-role MERN platform (User + Store Admin)

  • What it does: Booking workflow + status tracking, dashboards, admin analytics, pricing, and secure access separation.
  • Tech: React 18, Vite, Tailwind CSS, Node.js, Express, MongoDB (Mongoose), JWT, bcrypt, express-validator, rate-limiting
  • Repo: https://github.com/Bhavdeepmnit/Laundry_Management_System

πŸ’° Personal Budget Tracker β€” MERN finance dashboard

πŸ›°οΈ Lightweight Land Cover Segmentation β€” CPU-friendly semantic segmentation + export

  • What it does: Semantic segmentation pipeline designed for CPU-only training/inference, with TorchScript export and dynamic INT8 quantization options.
  • Tech: Python, PyTorch, U-Net (MobileNetV3 encoder option), ONNX (optional), export tooling
  • Repo: https://github.com/Bhavdeepmnit/land_seg

GitHub Stats

GitHub stats Top languages

GitHub streak


Currently Working On / Learning

  • Hardening MERN backends: JWT auth flows, input validation, role-based access, and rate-limited auth routes (patterns used in Laundry_Management_System).
  • Deployment-ready ML pipelines: reproducible training + evaluation + export (TorchScript) / quantization (INT8) for CPU inference (from land_seg).
  • TypeScript-first apps: using TS-heavy repos (e.g., CaseCobra, EduAssistant) to move more frontend code to typed, scalable patterns.

Connect With Me

LinkedIn Portfolio Email


Profile views

Built from real projects in this account: MERN platforms, ML pipelines, and TypeScript apps β€” always aiming for clean architecture and deployable outcomes.

Pinned Loading

  1. Laundry_Management_System Laundry_Management_System Public

    JavaScript 1

  2. Virtual_mouse Virtual_mouse Public

    Jupyter Notebook 1

  3. Smart_Retail_System Smart_Retail_System Public

    Jupyter Notebook 1

  4. Personal_Budget_Tracker Personal_Budget_Tracker Public

    JavaScript 1

  5. land_seg land_seg Public

    Python 1

  6. T-Shirt_management-portal T-Shirt_management-portal Public

    JavaScript 1