Abhishek Vivekanandan Email & Phone Number

Karlsruhe, BW, DE

Karlsruhe Area, Germany

Working towards creating a safe driving decision outcomes from Deep Neural Networks by constrained optimization strategies. As a result understanding the edge cases and its impact on decision outcomes play a crucial and foremost role towards minimizing the risk posed by unknown unknowns; Safety of The Intended Functionality (SOTIF). - Design of algorithms.

Wolfsburg Area, Germany

Estimation of model uncertainty and Deployment of Deep Neural Networks onto Nvidia Drive PX2- Development of custom CUDA kernels with Cudnn- Drive PX2 NN deployment solutions- Quantization of weights for faster inference solutions- Neural Network optimizations for efficient use of TensorRT optimizer.

Wolfsburg Area, Germany

Conceptualization of AI technologies for Autonomous cars-Design and optimization of Semantic Segmentation architectures for Deep Neural Networks.-Development of training pipeline for Deep Convolutional Networks. -Benchmarking of IBM cluster GPU's for training performance evaluation.

Master’S Degree, Automotive Software Engineering

Main subjects of interest: -Machine learning and deep learning concepts -Computer Vision -Multi-core programming -Automotive Software.

Bachelor'S Degree, Electronics And Instrumentation Engineering (St. Joseph'S College Of Engineering)

Areas of interest: - Process control - Transducer Engineering - VLSI design - Embedded programming (Arduino and Raspberry pi) - Control.