Sofien Fejji

Topic : Soft-real-time Detection of Driving Style Based on In-vehicle Sensors with Deep Neural Networks - Preprocessed and analyzed time series data - Designed and implemented an artificial neural network for aggressive driving recognition - Deployed the model for soft-real-time prediction - Built driver profiles and evaluated model performance

Topic: Developing the Next Generation of Tire-Pressure-Monitoring- System (TPMS) Application & System Engineering - Collected requirements for a tire pressure sensor development board with current measurement and low frequency (LF) signal generation functions - Developed and constructed boards according to the collected requirements - Verified the design of the boards by simulation and measurement

PMO Microcontroller - Automotive - Created quantitative reports of MC failure analysis (FMEDA) - Supported in project milestone process - Enhanced the existing MC projects guidance tools

Supply Chain Management/ Automotive Department Logistics Management - Was responsible for the worldwide sample warehouse - Analyzed the stock in the sample warehouses on quality and technical status - Initiated the scrapping process - Created and updated data sets in the corresponding software tools - Communicated with the international sales, marketing and development team to ensure timely and efficient customer sampling

Topic : Synchronization of Path-detection Sensors for Radar-based Environment Recognition in the Automotive Fields - Achieved a real-time movement tracking of a laboratory trolley - Integrated and implemented the sensors with Arduino and Matlab-simulink - Synchronized the sensors using a designed Graphical-User-Interface

- Designed a circuit. - Control of electronic components using a micro-controller (ATmega32U4) Worked with AVR Studio of 'Atmel'

eCARus 2.0 : Build and develop a buggy-based electric vehicle - Designed and built some of the vehicle parts on the tech stand - Conceptualized the vehicle wire harness with the 3D-CAD software Autodesk Inventor

TUM Adveisor - Rotor Display: Rotor Display Development/Hardware displays different patterns using controlled LEDs -Build & develop a machine that can represent symbols e.g. images or videos on a rotating body

Course Topic: Complexity of multipartners decisions. Political risk. Environmental Assessment &Economic Evaluation. Multi-Criteria Decision Analysis, Central Africa

- Robotics / Computer Vision / Machine Learning - Electronic Circuits and Systems

Course topics : - Data Science and Visualization - Agile process model - Scrum