Yoga Nanda Reddy Budda

Computer Science graduate and Senior Engineer at TATA ELXSI with expertise in C++ programming, image processing, and ADAS systems. Proficient in functional safety (ISO 26262), reverse engineering, and machine learning model development. Committed to leveraging intelligent systems for practical applications and advancing research in computer vision and automation. Aiming to enhance technical skills through graduate studies while contributing to innovative research initiatives.

Driver Drowsiness and Distraction Detection System

• Developed a system with integrated road sign detection to enhance road safety.
• Used facial landmark analysis (e.g., blinking, yawning, head movement) to trigger real-time fatigue alerts.
• Implemented using computer vision techniques to reduce accidents caused by drowsiness and distraction.

Rainfall Prediction Using Machine Learning

• Built a predictive model using hyperparameter-tuned algorithms (Lasso, Logistic, Ridge Regression).
• Trained on Indian climate data (1901–2015), achieving improved forecast accuracy and lower Mean Absolute Error compared to traditional models.
• Aimed at enhancing agricultural planning and climate resilience.

Sentry Mode & Abhaya Mode – Intelligent Surveillance System

• Developed real-time video surveillance features for embedded automotive systems using OpenCV on the QNX real-time operating system.
• Sentry Mode handled static surveillance, while Abhaya Mode responded dynamically to motion and object detection.
• Optimized for performance on resource-constrained automotive platforms.

Reverse Engineering – Auto-Parking System

• Reverse engineered legacy code to derive software requirements and design using IBM Rhapsody and DOORS.
• Created activity, sequence, and component diagrams to support system documentation and functional safety compliance.

SDD & SAD Documentation – VxWorks Automotive Edition

• Developed SDD and SAD documents using Polarion for an automotive system based on VxWorks Automotive Edition.

• Polarion
• jira
• Rhapsody
• Doors
• Visual Studio code
• Tkinter library