Nedunuri sindhu

About

AI/ML undergraduate passionate about machine learning, computer vision, and deep learning. Has hands-on experience building AI systems with Python, PyTorch, OpenCV, and LLM-related tools.

Experience

• Machine Learning Intern
  INSPIRE AI Pvt. Ltd.
  May 2025 – Nov 2025

Education

• 2026
  Bachelor of Technology

  Malla Reddy Engineering College and Management Sciences

  Computer Science Engineering (Artificial Intelligence and Machine Learning) · 2022 – 2026

  Computer Science Engineering (Artificial Intelligence and Machine Learning) · 2022 – 2026

Skills

Tools / apps / platforms

Projects

• Road Accident Severity Prediction using Machine Learning ↗
  Python, Machine Learning, PCA

  Processed accident datasets, applied dimensionality reduction, and developed classification models. Evaluated performance using precision, recall, F1-score, and accuracy.

• Robotics PID + Reinforcement Learning Simulation ↗
  Python, Reinforcement Learning

  Developed a hybrid PID and RL-based adaptive control system for robotic motion optimization. Built a simulation environment and trained an RL agent to tune PID gains.

• Real-Time Wildfire Smoke Detection Using YOLOv5 ↗
  PyTorch, OpenCV, YOLOv5, Flask, Raspberry Pi

  Trained a YOLOv5-based smoke detection model for real-time edge deployment. Integrated sensors and built a Flask dashboard for visualization and alert generation.

🏆 Achievements & awards

• Best Presentation Award · 2024

  Project Expo 2024 for AI-based practical applications.

• College Ambassador

  Techfest, IIT Bombay; secured rank under 9000.