Marawan Ashraf Eldeib

Research software for the INTERFACE4CPPS project (ISW with KASTEL at KIT): supporting a software prototype that integrates engineering artifacts and data exchange formats for cyber-physical production systems.

SOFIA Data Center, Institute of Space Systems (IRS). Took a NASA/DLR data-reduction job that could not complete within available memory down to a 14.4 GB peak without changing the output; traced the peak to redundant concurrent calculations (config change -39%, memray-guided dtype fixes a further -32%).

Karlsruhe. Tested and evaluated Java/Spring Boot backend services for LLM-based data extraction in Asset Administration Shell (AAS) digital-twin applications, benchmarking six large language models; built automated end-to-end test suites and curated 30+ evaluation datasets.

Kuala Lumpur, Malaysia. Resolved 14 defects and shipped 5 checkout-calculation features for an application with 10,000+ users; refactored 2 modules and integrated GraphQL APIs for bilingual content management in Agile sprints.

Coursework: Deep Learning Lab, Distributed Systems, Service Management and Cloud Computing, Research Project (LLM data exposure). Master's thesis: GitOps-constrained agentic workflow for LLM agents on a shared HPC cluster (IAAS, with HLRS).

Cyberjaya, Malaysia. CGPA 3.7/4.0, First Class Honours (German equivalent approx. 1.4). Project MangoVision (aerial object detection with YOLOv8 and Faster R-CNN): Best Research Project Award, Gold Medal; published in the Journal of Informatics and Web Engineering (2026).