Youssef Ayoub

- Automated ~1,000 test cases via Robot Framework (increased coverage from 23% to 74%). - Designed SQL-based Grafana dashboards for real-time test evaluation. - Reactivated complex C++ simulation environments for display validation.

- Developed a Qt6-GUI for AI-powered bug documentation in JIRA. - Optimized LLM hyperparameters to improve technical report quality.

- Validated Embedded Controllers on HiL rigs using CANoe and ECU flashing. - Obtained HV2 High-Voltage certification for work on electric vehicles.

-Organizing and conducting general topic revision -Analyzing and solving intricate problems for each topic. -Material covered : Solving challenging questions students encountered outside of class -Linear algebra, series, differential calculus of several variables, ordinary differential equations, basic concepts of descriptive statistics, regression, probability, random variables, sample theory, etc.

-Organizing and conducting tutorials to further the understanding of students in introductory math topics. -Creating questions for the students to practice further. -Organizing sessions explaining origin of below mentioned fields -Material covered: numbers, systems of linear equations, vector algebra and analytic geometry, limits, differential calculus, integral calculus, etc.

-Organizing and conducting tutorials to further discuss and practice numerical math topics -Solving tricky previous exam questions -Implementing the various numerical methods within a programming environment. -Material covered: numerical differentiation/integration, fixed point iteration, iterative solutions of linear/non-linear systems, numerical solutions of differential equations.

-Guiding students in the lab practice sessions and debugging/optimizing their code. -Independently planning and running revision sessions in a classroom for each topic and creating practice worksheet. -Material covered : scripts, functions, data types, selection statements, advanced graphics, etc.

Deutschlandstipendium (2023/2024) — National scholarship for outstanding achievements.