Experience

up2parts GmbH
• Germany
• Automation Machinery Manufacturing
• 1 - 100 Employee
• Data Scientist

  • Dec 2022 - Present


CDH AG

• Germany
• Automotive
• 1 - 100 Employee

• Master's thesis (“Big Data / Machine Learning for CAE Simulation”)

  • Mar 2022 - Aug 2022

  • Development of a process to automatically determine FEM frequency responses via Machine Learning • Investigations on a physical substitution model to calculate frequency responses • Data preprocessing to improve the Machine Learning results • Visualization of the results and evaluation of the process • Development of a process to automatically determine FEM frequency responses via Machine Learning • Investigations on a physical substitution model to calculate frequency responses • Data preprocessing to improve the Machine Learning results • Visualization of the results and evaluation of the process



MAN Energy Solutions

• Germany
• Industrial Machinery Manufacturing
• 700 & Above Employee

• Bachelor's thesis (“Determination of allowable nozzle loads for radial compressors”)

  • Sep 2019 - Feb 2020

  • Calculation of maximum allowable nozzle loads for radial compressors via finite element analysis with ANSYS as well as according to DIN EN 1591-1 • Strenght analysis of welds, bolts, and flanges and tightness analysis of different gasket types • Calculation of maximum allowable nozzle loads for radial compressors via finite element analysis with ANSYS as well as according to DIN EN 1591-1 • Strenght analysis of welds, bolts, and flanges and tightness analysis of different gasket types



Bendix Commercial Vehicle Systems LLC

• United States
• Truck Transportation
• 700 & Above Employee

• Internship

  • Aug 2017 - Dec 2017

  • Casing design of a “Smart Plug” to power up solenoid valves • Designing of a truck braking system test bench • Development, monitoring, and evaluation of a lifetime test for vibration motors • Casing design of a “Smart Plug” to power up solenoid valves • Designing of a truck braking system test bench • Development, monitoring, and evaluation of a lifetime test for vibration motors