Nishant Shah

Title: Enhancing the Representability of Driving Profile Synthesis using Stochastic Optimization. - Statistical Modelling - Machine Learning - Neural Networks

- Representation of different aggregated vehicle field data using various distributions. - Dimensionality reduction for vehicle field data to analyse driving behaviour. - Extrusion of the driving information from BMW test vehicles to synthesis reference-customer profiles for Plug-in Hybrids.

Title: Simulink Test Integration for Model driven development of MEMS-Systems - Developed tests to analyze the linear and nonlinear behavior of the Simulink model of a sensor system.

- Processed and analyzed the data form MEMS acceleration sensor. - Software development

- Machine Learning - Automation

- Automation technology (Automatisierungstechnik)