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Grins-sah/README.md

Hi, I'm Grins Sah ๐Ÿ‘‹

B.Tech Computer Engineering @ PICT Pune (2024โ€“2028) | GPA 9.48 Competitive Programmer โ€ข Full-Stack Developer โ€ข ML/AI Engineer


๐Ÿš€ About Me

Iโ€™m a computer engineering undergraduate passionate about problem solving, scalable systems, and AI. I actively work across Data Structures & Algorithms, Full-Stack Web Development, and Machine Learning, and I enjoy building systems end-to-end โ€” from raw algorithms to deployed applications.

  • ๐Ÿ”ข 585+ DSA problems solved on LeetCode
  • ๐Ÿง  Strong foundation in C++ DSA, OOPs, and System Design basics
  • ๐ŸŒ Experience building production-grade web & ML systems
  • โšก Actively exploring Transformers, Distributed Systems, and DevOps

๐Ÿ› ๏ธ Technical Skills

Languages C C++ Python Java JavaScript TypeScript SQL NoSQL

Core CS Data Structures & Algorithms โ€ข OOP โ€ข Operating Systems (basics) โ€ข DBMS

Web & Backend React โ€ข Next.js โ€ข Express.js โ€ข FastAPI โ€ข WebSockets โ€ข MongoDB โ€ข TailwindCSS

ML / AI PyTorch โ€ข Scikit-Learn โ€ข Deep Learning โ€ข CNN โ€ข BiLSTM โ€ข Attention Models

DevOps / Cloud Docker โ€ข Git โ€ข GitHub โ€ข Azure โ€ข Kubernetes โ€ข Cloud Computing


๐Ÿ“Œ Featured Projects

๐ŸŒค๏ธ WeatherNet โ€“ Solar Energy Prediction

PyTorch ยท FastAPI ยท React

  • Predicts next-hour solar radiation for any Indian location
  • Architecture: CNN + BiLSTM + Multi-Head Attention
  • Trained on 200K+ records with log-transform & batch normalization
  • Designed full ML pipeline: preprocessing โ†’ training โ†’ API โ†’ frontend

๐Ÿ”— Repo: https://github.com/Grins-sah/weatherNet


๐Ÿค– GPT-2 From Scratch

PyTorch ยท FastAPI ยท Next.js

  • Built a minimal GPT-2 inference engine from scratch
  • Implemented masked self-attention, residuals, GELU, tokenization
  • Optimized transformer inference via FastAPI backend
  • Frontend deployed on Vercel

๐Ÿ”— Repo: https://github.com/Grins-sah/gpt2_client_server ๐ŸŒ Live: https://gpt-minimal-frontend.vercel.app/


๐ŸŽจ Collaborative Drawing App (Excalidraw-like)

MERN Stack ยท WebSockets

  • Real-time collaborative drawing application
  • Optimized raw canvas rendering for smooth performance
  • Monorepo architecture for scalability

๐Ÿ”— Repo: https://github.com/Grins-sah/excelidraw


๐Ÿ“š Data Structures & Algorithms

I maintain a dedicated DSA repository focusing on clean implementations and practice:

  • Implementations in C++ (primary) with some C, Rust, Go, Java
  • Covers arrays, linked lists, stacks, queues, trees, graphs, DP, etc.
  • Regular practice aligned with Codeforces & LeetCode problems

๐Ÿ”— DSA Repo: https://github.com/Grins-sah/test


๐Ÿ† Achievements

  • โญ LeetCode: 585+ problems solved | Max Rating 1820
  • ๐ŸŸข CodeChef: 3โ˜… (Max Rating 1621)
  • ๐Ÿ”ต Codeforces: Pupil (1265)
  • ๐Ÿฅˆ Runner-up, PISB Techrush Hackathon (AI/ML)
  • ๐Ÿ… JEE Advanced 2024: AIR 9455 (among 2L+ candidates)

๐Ÿ“ซ Connect With Me


โญ If you like my work, consider starring the repositories!

Pinned Loading

  1. coursify coursify Public

    JavaScript

  2. excelidraw excelidraw Public

    TypeScript

  3. weatherNet weatherNet Public

    Jupyter Notebook 2 1

  4. gpt2_server gpt2_server Public

    Jupyter Notebook 1

  5. finance finance Public

    TypeScript

  6. machine_learning machine_learning Public

    Jupyter Notebook