Ibrahim Abdelaty

Academic Achievements & Projects During Study Time Master Thesis – Smart Embedded Systems Lab, OTH Regensburg (02/2022 – 08/2022) Enhanced MicroPython firmware on ESP32 by integrating a custom C function for computing the Moore-Penrose pseudo-inverse. Designed and implemented a dual-hidden-layer variant of the Extreme Learning Machine (ELM) algorithm to improve classification accuracy and interpretability. Replaced Multilayer Perceptron (MLP) with ELM, achieving a 10-second performance gain over 100 test samples in motor bearing classification—demonstrating real-time inference on constrained hardware. Working Student – Maschinenfabrik Reinhausen GmbH (09/2019 – 02/2021) Built Petalinux environments using Xilinx SDK and Yocto project tools. Developed custom Yocto recipes and layers for embedded Linux systems. Conducted database performance profiling and researched FPGA/VHDL applications. Created data management tools tailored for Petalinux-based platforms. Internship – Infineon Technologies Austria AG (05/2021 – 08/2021) Automated semiconductor production request workflows using Excel VBA. Managed revision tracking and documentation for multilayer semiconductor processes. Publication – ResearchGate (2020) Authored a report on the transformation of oil-exporting countries into renewable hydrogen and ammonia producers, with a case study on Saudi Arabia. Explored energy transition strategies and their environmental impact.