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ShubhamKarampure/README.md
LinkedIn Portfolio

Hello there, I'm Shubham Karampure

B.Tech in Computer Science and Engineering (Data Science) Student | Aspiring Software Engineer | AI/ML Enthusiast
I’m currently pursuing my B.Tech in Computer Science and Engineering with a specialization in Data Science at Bharatiya Vidya Bhavan's Sardar Patel Institute of Technology (2022-2026). I am passionate about Generative AI, full-stack development, and distributed systems. I have hands-on experience with various programming languages, frameworks, and AI/ML tools, and have developed several impactful projects. I've also solved over 600+ DSA problems and have a strong record in hackathons.

πŸ’» Tech Stack:

C C++ SQL HTML CSS JavaScript React Next.js Node.js Express.js Flask PyTorch Socket.IO LangChain CrewAI TailwindCSS PostgreSQL MongoDB Redis Qdrant Git GitHub RabbitMQ Hugging Face

πŸš€ Notable Projects

Eduverse - AI-Assisted Learning Management Platform

  • Engineered AI-powered LMS with ERP features using LangChain, RAG, and Qdrant for intelligent content processing & semantic search.
  • Built decoupled GenAl microservice (Python/Flask) for automated personalized roadmaps, quizzes, & Marp/Mermaid presentations via Llama 3.1 (Groq) & Gemini APIs.
  • Implemented AI-enhanced grading with instant feedback, customizable rubrics, plagiarism & AI content detection.

Real-time Distributed Scribble Game

  • Developed distributed multiplayer drawing/guessing game using Node.js, Socket.IO, and MongoDB.
  • Engineered real-time synchronized drawing/chat; scaled Socket.IO horizontally with a Redis Pub/Sub adapter.
  • Implemented Bully Algorithm for leader election (fault tolerance) & Vector Clocks for causal event-order consistency.
  • Utilized RabbitMQ for asynchronous game analytics processing & a gRPC microservice for decoupled word generation.

Devanagari Glyph Generation via Denoising Diffusion Models

  • Curated 57k+ Devanagari graphemes; trained UNet-based DDPMs (PyTorch, Hugging Face Diffusers) on varied data subsets.
  • Quantitatively assessed generation quality (SSIM, FID), showing 25% data achieves 95% of peak fidelity.
  • Benchmarked inference schedulers (DDIM, DPMSolver, Euler variants) to optimize output fidelity vs. sampling speed.

πŸ† Achievements

  • Top 5 finalist for PS 1633 in SIH 2024 among 300+ submission
  • Winner of N.I.T.-Hacks 7.0 (300+ teams)
  • Winner of IEEE HackExplore (200+ teams)
  • Winner of Airavat Hackathon (Gen-AI Domain)
  • 2nd place in Frontend Oddeysey (60+ teams)
  • 3rd place in Eduhacks1.0 by Vedaverse (80+ teams)p 5 of 500+ submissions).
  • Runner-up: CodeHousie & CodeItOut (Intra-college Competitive Coding).

Popular repositories Loading

  1. Eduverse Eduverse Public

    node react edutech ai website

    Python 2 1

  2. skribbl-game skribbl-game Public

    scribble clone - realtime pictionary like game using distributed approach

    TypeScript 1

  3. pacman_game pacman_game Public

    Retro Pacman developed using python pygame library

    Python

  4. asl-streamlit-signlingo asl-streamlit-signlingo Public

    streamlit based web-app for teaching sign language through real-time hand gesture recognition.

    Python

  5. FitTrack FitTrack Public

    website that allows users to log workouts, meals, track progress, and receive personalized health tips to help achieve their fitness goals.

    JavaScript

  6. ShikshaSangam ShikshaSangam Public

    cross platform app for student, college alumni interaction built on django, react and react-native

    JavaScript 1