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9keystrokes/README.md

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Hi, I'm Nayan Mandal. CS Senior @ IIIT Nagpur '26
Building the next big thing | Full-Stack Sorcerer | ML, AI & LLM Builder | DevOps Ninja
CODE AND COLA.

Let's Connect & Build Together.

LinkedIn Email Letterboxd

🚀 Featured Projects

🎯 Project 🔥 Impact 💻 Tech Stack
AlumConnect
Alumni Network Revolution		 Full-Stack Production Platform
Institute Adoption		 MERN AWS EC2 Socket.IO
DevSearch
Developer Network		 Community Platform
Live Deployment		 Django PostgreSQL JavaScript
Amazon-UNA
AI Product Analyzer		 NLP-Powered Analysis
BERT + FLAN-T5		 Python Flask Transformers
MedAssist
Medical QnA Chatbot		 Healthcare AI
LLM Fine-tuning		 Vicuna-13B LoRA LangChain
Driver Drowsiness Detection
Computer Vision Safety		 Real-time Detection
CV Pipeline		 OpenCV dlib Python

📚 Achievements & Recognition

🏆 Smart India Hackathon 2024 - Team DevNexus

AlumConnect - Alumni Networking Platform (PS1609)
Mentored by Dr. Khushboo Thakkar Jain (Head of Alumni Cell, IIIT Nagpur)
Status: Under consideration for institute-wide adoption 🎓

🥇 Competitive Programming Excellence

💪 500+ Problems Solved across LeetCode, CodeChef, Codeforces & GeeksforGeeks

🎮 Beyond Coding

🎯 Competitive Programming - Mastering algorithms with C/C++/Java
🎮 Pop-Culture Enthusiast - Hardcore AAA story-based gaming connoisseur, also having a hot take on Comic Book movies.
💼 Open to Opportunities - Ready to tackle exciting projects and environments

"Where code meets creativity, and bugs become features!" 😄

🛠️ Tech Arsenal

Programming Languages

Python JavaScript C++ C Java HTML5 CSS3 Jupyter

Full-Stack Development

React Node.js Express.js Flask Django MongoDB PostgreSQL Socket.io Cloudinary Supabase OAuth

Machine Learning & AI

TensorFlow PyTorch Hugging Face LangChain LangGraph LangFlow n8n OpenCV Scikit-learn NumPy Pandas

DevOps & Cloud

AWS Docker Kubernetes WSL Linux Ubuntu Proxmox Git Nginx AWS Lambda Amazon S3 Route 53 EC2

📈 GitHub Analytics

🏆 Project Highlights

🎓 AlumConnect - Smart India Hackathon 2024 Entry
  • Team: DevNexus | Problem Statement: PS1609
  • Impact: Comprehensive alumni networking platform for IIIT Nagpur
  • Recognition: Under mentorship for institute-wide adoption
  • Tech: MERN Stack, AWS EC2, Socket.IO, OAuth, Real-time messaging
  • Features: Alumni directory, job board, donations, admin dashboard
🤖 MedAssist - Healthcare AI Chatbot
  • Innovation: Fine-tuned Vicuna-13B for medical Q&A
  • Data: 4.5k+ medical transcripts, WikiDoc, WikiPatient
  • Tech: LoRA, PEFT, bitsandbytes, LangChain, HuggingFace
  • Impact: Revolutionizing medical report accessibility
🛡️ Driver Drowsiness Detection
  • Purpose: Real-time safety system for accident prevention
  • Tech: OpenCV, dlib, Computer Vision, Eye Aspect Ratio
  • Features: Real-time alerts, yawn detection, audio warnings
  • Applications: Automotive safety, transportation

💡 Fun Facts About Me

🎯 Competitive Programming - Solving complex algorithms since high school
🎮 Gaming Passion - Hardcore AAA story-based games enthusiast, also having a ching for Comic Book Movies
📚 Learning Journey - Programming since high school (8th Grade)
🚀 Career Goal - Seeking opportunities in cutting-edge tech environments
🏆 Current Focus - Full-Stack Development, ML/AI, Agentic AI, DevOps

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  1. Alum-Connect Alum-Connect Public

    AlumConnect is a comprehensive Full-Stack Alumni Networking platform developed by Team DevNexus for Smart India Hackathon 2024 (PS1609).

    JavaScript

  2. AmazonUNA AmazonUNA Public

    Amazon UNA (Universal eNquiry Analyzer) is a web application for intelligent product analysis on Amazon. It leverages advanced NLP and sentiment analysis techniques to answer natural language produ…

    Python 1

  3. DevSearch DevSearch Public

    DevSearch is a platform that connects developers and showcases projects. It allows developers to create profiles, share their projects, and engage with the developer community.

    HTML

  4. MedAssist MedAssist Public

    MedAssist is a medical question-and-answer chatbot that revolutionizes how you interact with medical data. MedAssist provides quick, accurate responses to both general medical inquiries and patient…

    Jupyter Notebook

  5. House-Price-Prediction House-Price-Prediction Public

    This project is a complete, production-ready machine learning pipeline for house price prediction. It focuses on applying best practices in MLOps, using clean, modular code architecture, and implem…

    Jupyter Notebook

  6. Driver-Drowsiness-Detection-System Driver-Drowsiness-Detection-System Public

    A real-time drowsiness and yawn detection system built with Python, OpenCV, and dlib to help prevent accidents caused by driver fatigue.

    Python