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Hi there, I'm Kumaresan K πŸ‘‹

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πŸš€ About Me

  • πŸŽ“ Final Year B.E. Computer Science & Engineering student at Annamalai University
  • πŸ€– Passionate about Artificial Intelligence, Machine Learning, and Agentic AI Systems
  • πŸ“Š Love turning raw data into actionable insights through Data Science and Deep Learning
  • 🌐 Also experienced in Full Stack Web Development (Python, Java, HTML/CSS/JS)
  • πŸ”­ Currently working on Agentic AI backends and privacy-centric intelligent systems
  • 🌱 Exploring LangGraph, RAG pipelines, and Computer Vision architectures
  • πŸ’¬ Ask me about Python, Machine Learning, LangChain, FastAPI, or Data Analysis
  • ⚑ Fun fact: I built an entirely offline AI assistant that works without any internet connection!

πŸ› οΈ Tech Stack

Languages

Python Java C++ HTML5 CSS3 JavaScript

AI / Machine Learning

TensorFlow Keras scikit-learn LangChain HuggingFace OpenCV

Data Science

Pandas NumPy Matplotlib Jupyter

Backend & Databases

FastAPI SQLite ChromaDB

Tools & Platforms

Git GitHub VS Code


🌟 Featured Projects

A fully offline, privacy-centric virtual assistant with voice recognition (Vosk), NLP, task management, finance & habit tracking β€” all running locally without internet.

Multi-agent AI system with LangGraph & FastAPI that intelligently routes queries to specialized agents β€” weather, document Q&A (RAG), meeting scheduler, and database agent.

Probabilistic CLV modeling using BG/NBD and Gamma-Gamma models with RFM segmentation to predict future customer revenue and enable value-based marketing strategy.

🐱🐢 Cat vs Dog CNN Classifier

Deep learning image classification using Convolutional Neural Networks to distinguish between cats and dogs with high accuracy.

End-to-end ML pipeline for predicting real estate prices in Bangalore β€” EDA, feature engineering, regression modeling, and a REST API with frontend UI.

Real-time face mask detection using deep learning and computer vision to identify whether individuals are wearing face masks.

NLP-powered sentiment analysis on movie reviews using text preprocessing, TF-IDF/word embeddings, and classification models.

Full-stack job recruitment web application built with Java, featuring job listing management, applicant tracking, and a responsive frontend.


πŸ“‚ All Projects at a Glance

Category Projects
πŸ€– Agentic AI Agentic Backend Β· Agentic AI Backend v2 Β· Academic Notes AI
🧠 Deep Learning Cat vs Dog CNN · Face Mask Detection · Chicken Disease Detection
πŸ“Š Machine Learning Bangalore House Price Β· Crop Recommendation Β· CLV Prediction Β· ML Projects
πŸ’¬ NLP Movie Sentiment Analysis Β· SMS Spam Detection Β· News Classification
πŸ“ˆ Data Analysis TelCom Analysis Β· Web Analytics Β· Time Series Β· Web Scraping
πŸ–₯️ Python Fundamentals Pandas Operations Β· NumPy Operations Β· Statistical Summary Β· Visualization Β· Pivot Table
🌐 Web Development Portfolio · E-commerce · E-Learning · College Website · Event Registration
βš™οΈ Other M.I.L.O Β· Job Recruitment Β· Book List App Β· Slooze Challenge

πŸ“Š GitHub Stats

GitHub Streak
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🀝 Let's Connect

πŸ’Ό I'm open to internships, collaborations, and research opportunities in AI/ML and Data Science.

LinkedIn Β  GitHub



"Building intelligent systems that make a real difference β€” one model at a time."

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