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runeking2006/README.md

Hi, I'm Gauthaman V! πŸ‘‹

AI & ML Developer | Full-Stack ML Developer | B.E. CSE (AI & ML) Student

πŸš€ About Me

πŸŽ“ Pursuing B.E. Computer Science and Engineering (AI & ML) at Vel Tech High Tech Dr. Rangarajan Dr. Sakunthala Engineering College, Chennai.

πŸ€– Passionate about Machine Learning, Generative AI, Natural Language Processing, and building practical AI-driven applications.

πŸ› οΈ Experienced in the complete machine learning lifecycleβ€”from data preprocessing and model development to API integration, cloud deployment, and full-stack implementation.

πŸ† Recipient of the Innovation Excellence Award 2025 for developing an AI-powered House Price Prediction platform.

πŸ’‘ Interested in transforming complex datasets into scalable, user-friendly solutions that deliver real-world impact.


πŸ› οΈ Tech Stack

Languages

  • Python
  • JavaScript
  • C

Web & Backend

  • HTML5
  • CSS3
  • Tailwind CSS
  • React
  • FastAPI (REST APIs)

Machine Learning & AI

  • Regression & Classification
  • XGBoost
  • NLP (Natural Language Processing)
  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • LangChain
  • Transformers
  • Flan-T5
  • Hugging Face Ecosystem

Data & Visualization

  • Pandas
  • NumPy
  • Scikit-learn
  • Matplotlib
  • Seaborn
  • Streamlit

Databases & Tools

  • PostgreSQL
  • MySQL
  • Git
  • GitHub
  • Linux
  • Render
  • Neon Serverless

πŸ”₯ Featured Projects

🏠 Tamil Nadu House Prices – Full-Stack ML Web Application

A full-stack machine learning platform that predicts residential property prices across Tamil Nadu districts using location and housing attributes.

  • Built with React, FastAPI, PostgreSQL (Neon Serverless), and Render
  • Real-time house price prediction using a deployed ML model
  • District and taluk-level housing interest analytics
  • Botpress-powered virtual assistant for user guidance
  • Open-source model and dataset hosted on Hugging Face
  • End-to-end deployment covering frontend, backend, database, and ML serving

🌊 FloatChat – AI-Powered ARGO Data Explorer

An AI conversational platform for exploring oceanographic ARGO float data through natural language interactions.

  • Natural language querying using LLMs and RAG
  • Vector-based semantic search
  • Interactive maps and time-series visualizations using Streamlit
  • Built as part of the Smart India Hackathon (SIH)

πŸ“„ Enterprise Document Intelligence

An AI-powered document processing and information extraction system.

  • Developed using Python, Streamlit, and EasyOCR
  • Automated document classification for invoices, contracts, forms, and identity documents
  • Extracted entities such as names, invoice numbers, dates, and monetary values
  • Implemented sensitive data masking for Aadhaar numbers, phone numbers, and email addresses
  • Designed analytics dashboard and CSV export functionality for processed records

πŸ“Š GitHub Analytics


πŸ“œ Certifications & Achievements

  • NPTEL – Introduction to Machine Learning
  • πŸ† Innovation Excellence Award 2025 (AICTE–IDEA Lab Initiative)
  • Smart India Hackathon (SIH) Participant

πŸ“« Connect With Me


πŸ’­ Personal Motto

"Build systems that solve real problems β€” learning follows naturally."

Popular repositories Loading

  1. house-price-prediction house-price-prediction Public

    all new

    Jupyter Notebook

  2. floatchat floatchat Public

    Hackathon PoC: Chatbot-style interface for querying and visualizing ARGO oceanographic data using Streamlit, PostgreSQL, and LLM-based RAG.

    Jupyter Notebook

  3. chennai-house-prices chennai-house-prices Public

    A full-stack project built with React + FastAPI, predicting house prices across Tamil Nadu districts. Integrated with a PostgreSQL database (hosted on Neon Serverless) to store and showcase past us…

    Jupyter Notebook

  4. sentimental-analysis sentimental-analysis Public

    Python

  5. runeking2006 runeking2006 Public

    personal repo

  6. vac_1 vac_1 Public

    Jupyter Notebook