Mustafa Mahmoud

• Implementation, evaluation and reporting of time series analysis for finance planning teams applying machine learning & deep learning • Consulting & requirements engineering • Leading workshops & reporting, OneStream implementation

• Training, feature engineering, evaluation, and deployment of ML- & DL-Models • Data engineering

• ROS - Development and implementation of an architecture for scanning and visualizing vehicle environment • Data Engineering • Sensor data evaluation and visualization of vehicle-environment via Three.js • QT & GTK GUI implementation and adaption in C++ / Python • Unit-testing

@ Advanced Simulation Technologies Department: • Data Engineering • Point-cloud motion calculation & animation • Inverter-loss-model implementation in Matlab • QT & GTK GUI implementation and adaption in C++ / Python • Unit-testing

• Editing & documentation of source-code with Doxygen & LaTeX • C++ scripting for supporting purposes

• Parameterization, analysis & documentation of EXCITE in C++

• Mounting & wiring

• Data pre- & post-processing with C++ • Numeric approximation of battery draining behaviour via Newton-Raphson

• Mounting & Wiring

Computer Vision & graphics and Embedded & automotive systems • 3D SEMI-AUTOMATIC ANNOTATION TOOL 2D/3D calibration & fusion followed up by labelling, object detection and segmentation of point-clouds using Yolo-3 & Frustum-PointNets++, implem. custom made user interface (https://www.youtube.com/watch?v=o17R_dABdmY) • AI- AND REGRESSION-BASED WATER LEVEL FORCASTING Impl. and evaluation of several time series analysis methods for forecasting water levels based on regression & ML models

Bachelor Thesis - WEB-BASED CAD MODELLING Development of a web-interface with X3Dom to enable DOM-node oriented CAD modelling

Automation & Electrical Engineering