SAI PHANINDHAR REDDY MUNNAM

Driven Third-year Computer Science student at SRM University, proficient in Python and web development, with a solid foundation in software development principles. Demonstrated ability to tackle complex programming challenges and deliver innovative solutions. Eager to secure an internship to leverage technical skills and contribute to impactful software projects.

• Enhanced Safety Patrol Bot - AI-powered autonomous robot for industrial safety monitoring. Developed using Python, PyTorch, and Webots with CNN-based fire detection (95% accuracy), PPE compliance monitoring, gas leak detection, and structural health analysis. Features real-time web dashboard, emergency response system, and multi-sensor fusion for comprehensive safety management in industrial environments.
• Signature Verification System - Developed a Signature Verification System, a machine learning application using Python with libraries like scikit-learn and OpenCV. Implemented Histogram of Oriented Gradients (HOG) for feature extraction and a Support Vector Machine (SVM) to classify signatures as genuine or forged.
• Acoustic Threat Detection for Wildlife Conservation - Developed a machine learning model to automatically detect and classify poaching threats (gunshots, chainsaws) from forest audio recordings using a Convolutional Neural Network (CNN).
• Retail Management System Developed a Python-based console application for managing retail operations.Features include user authentication (admin/user), product management (add, update, view), sales transaction processing (billing), and inventory tracking.Utilizes file handling for persistent storage of product and sales data, demonstrating fundamental database concepts.