K K Madhumitha

B.Tech, VIT Chennai (Expected 2027) • CGPA: 8.27

Projects

Coral Reef Health Classification

Developed a supervised ML pipeline using Scikit-learn to classify coral reef health from image data. Performed image preprocessing, dimensionality reduction using PCA, and hyperparameter tuning with grid search. Evaluated using accuracy, precision, and F1-score.

AI Chatbot for Student Depression Detection

Created a Flask-based system where students fill forms to assess their mental health. The backend uses trained ML models while the chatbot responds using rule-based NLP logic to provide personalized interaction and support.

Diet Recommendation Web App

Built a full-stack React-based application that accepts PDF blood reports or dynamic form inputs to suggest personalized diet plans. Used JavaScript parsing libraries to extract data and a logic-matching engine for recommendations.

Arduino Traffic Light Controller

Designed and simulated a 4-way traffic control system using Arduino UNO and LEDs. Implemented finite state machine logic with `millis()` for non-blocking, real-time signal transitions, imitating actual urban traffic behavior efficiently.

Certifications

Certification: Generative AI - HCL GUVI (May 2025) — View Certificate

Volunteering

VITEACH Club, VIT Chennai: Core team member since March 2025. Mentored underprivileged students online in Scratch programming, helping them build interactive projects and games. Recognized for leadership and initiative.

Technical Skills

  • Programming Languages: Python, Java, C/C++
  • Web Development: HTML, CSS, JavaScript, ReactJS
  • Tools & Frameworks: Flask, Arduino, Scikit-learn
  • AI & ML: Pandas, Matplotlib, Basic NLP
  • Version Control: Git, GitHub