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madhavik-2005/README.md

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πŸš€ About Me

  • πŸŽ“ B.Tech CSE (AI & Data Science) @ IIIT Kottayam
  • πŸ’» Works across SDE, AI/ML, and Data Engineering
  • πŸ€– Loves AI β€” LLMs, NLP, Deep Learning, ML pipelines
  • 🌐 Full-stack experience with React + FastAPI + SQL + Azure
  • 🧠 Exploring modern tech: GenAI, Cloud, Data Infra, Web3
  • 🌱 Always learning, always building, always improving

πŸ›  Tech Stack

Languages

Python C++ JavaScript SQL Java R Go (Basics)

Frameworks & Libraries

React FastAPI Express.js TensorFlow Keras Scikit-learn

AI / ML / Data

Machine Learning Deep Learning NLP
LLMs Generative AI Data Analysis
Power BI Data Visualization

Cloud & DevOps

Azure AWS Docker REST APIs CI/CD Monitoring

Tools

Git GitHub VS Code Jupyter Linux


🎨 Tech Badges


🌍 Open Source Contributions

🟦 Mesa (Python Agent-Based Modeling Framework)

  • Contributing to agent-based modeling tools & ecosystem
  • Improving documentation, fixing issues, maintaining code quality
  • Collaborating with maintainers & community

🟩 Zulip Organization

  • Working on a large-scale chat application (React + Python + Django)
  • Improving frontend, backend, performance & reliability

🧠 Neuroinformatics Unit / BrainGlobe / HumanAI

  • Supporting neuroscience and AI-driven research tooling
  • Enhancing pipelines, documentation, algorithms & infrastructure

πŸ”₯ Featured Projects

πŸ“ˆ NIFTY 50 Stock Prediction Agent (LSTM + NLP)

  • Combines sentiment analysis + LSTM forecasting
  • Achieved 67.8% accuracy & +34.2% strategy performance
  • Includes a Power BI dashboard and backend API

☁️ Cloud Task Manager (React + FastAPI + Azure)

  • Full-stack project deployed using Azure App Service + Docker
  • REST APIs + authentication + optimized SQL (35% faster)

πŸš— Route Optimization Engine

  • Implemented Dijkstra, A*, BFS in Python/C++
  • Reduced computation time by 45% using optimized graph structures

πŸ“Š GitHub Stats


πŸ“« Connect with Me

LinkedIn: https://www.linkedin.com/in/madhavi2005/
Email: [email protected]


⭐ Thanks for visiting my profile! Feel free to check out my pinned repositories and open-source work.

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