Deeraj Kumar Kanala

Requirements Engineering and Management, System Architecture, System Verificaiton and Validation. AI Innovation: Developed Innovative AI-Driven Requirements classification tool, which helps system engineers by automating their manual job to 50% Trained NLP model with Requirements to predict requirements and their disciplines.

Topic: Multitasking learning for the dynamic safety of autonomous Vehicles, TU Kaiserslautern. Development of a unified neural network architecture to perform three different tasks. Performing ablative studies to test model behavior. Testing the model inference on different datasets (NYUDv2, KITTI, Cityscapes).

Detected Traffic lights using state of art Neural Network Algorithms.

Interdisciplinary course fouces on Automotive, electrical, and Computer Engineering.