# Abdalrahman Ibrahim **Head of AI Products Development · Linz, Austria** *Open to consulting, advisory, and full-time opportunities.* --- ## Bio At AGILOX I lead AI products development. The core platform is a private LLM microservices stack serving 250+ employees — paired with an internal AI gateway that issues virtual API keys for developer and agentic-coding workflows, with routing, fallbacks, and per-team cost dashboards. In November 2025 the gateway handled 12,970 requests and 27.3M tokens at 93.5% success. Commercial API spend dropped ~80% per month, with data staying entirely on-premise. On top of the platform, I run hybrid Graph+Vector RAG for technical documentation and connect LLMs to live ROS 2 telemetry through VAgent using the Model Context Protocol (MCP) for natural-language fleet diagnostics. The inference layer uses vLLM with AWQ quantization on private GPU clusters. I graduated first of class from Misr University for Science and Technology with a B.Sc. in Mechatronics Engineering (CGPA 3.96/4.0, 2018), then spent a year at Infineon Technologies researching Graph Neural Networks for automated analog circuit recognition — improving accuracy 15% and cutting compute time 30% on small-data constraints. An M.Sc. in Autonomous Systems and Robotics at the University of Klagenfurt followed in 2022. I joined AGILOX as Senior Research Engineer, became AI Lead Engineer in May 2023, and was promoted to Head of AI Products Development in January 2026. In parallel I maintain open-source C++ inference tooling built around one constraint: it must drop in without dragging a framework. YOLOs-CPP is the largest — a header-only library running YOLO v5 through v12 on ONNX Runtime and OpenCV, covering detection, segmentation, oriented bounding boxes, and pose estimation, with no Python in the inference path. The strategy-pattern design means switching task types or YOLO versions is a one-line change. The same philosophy carries through ros2_yolos_cpp, Depths-CPP, and the rest of the ecosystem: production-ready inference engines, minimal dependency footprint. I am a part-time Ph.D. candidate at the University of Klagenfurt, focused on Agentic AI for Robotics/Transportation. Open to consulting, advisory, and full-time opportunities. --- ## Experience ### Head of AI Products Development — AGILOX 2026-01 – present · Linz, Austria - Leading AI products and platform across the company. Scope spans private LLM infrastructure, agentic platforms, and on-robot AI. ### AI Lead Engineer — AGILOX 2023-05 – 2026-01 · Linz, Austria - Architected a private LLM microservices platform serving 250+ employees. - Migrated commercial APIs to private-hosted models — ~80% monthly LLM cost reduction with full data privacy. - Built an internal AI gateway issuing virtual API keys for developer and agentic-coding workflows; routing, fallbacks, usage controls, per-team cost dashboards. 7-day window in Nov 2025: 12,970 requests, 27.3M tokens, 93.5% success. - Custom agentic orchestration layer for intent-aware routing and sub-200ms token streaming. - Hybrid Graph + Vector RAG for technical documentation, with evaluation-driven tuning loops. - vLLM + AWQ quantization for high-throughput 70B+ model serving on private GPU clusters (Runpod). - VAgent: integrated LLMs with ROS 2 telemetry via the Model Context Protocol (MCP) for natural-language fleet diagnostics. ### Senior Research Engineer — AGILOX 2022-10 – 2023-05 · Linz, Austria - Production LiDAR + Camera perception stacks. - Edge-hardware model deployment; simulation data cut physical sensor testing time by ~40%. ### Researcher — Infineon Technologies 2021-10 – 2022-10 · Villach, Austria - Graph Neural Networks for automated analog circuit recognition; +15% accuracy via small-data augmentation, -30% compute time. ### Robotics & AI Engineer — Zewail City / iRobotX 2018 – 2021 · Egypt - ROS-based social robots and deep learning pipelines for medical CT imaging. - Evaluated Visual SLAM and reinforcement-learning control for humanoid robotics. --- ## Education ### Ph.D. Candidate, Smart Systems Alpen-Adria-Universität Klagenfurt · In progress, part-time Focus: Agentic AI for Robotics/Transportation ### M.Sc. Autonomous Systems & Robotics Alpen-Adria-Universität Klagenfurt · 2022 ### B.Sc. Mechatronics Engineering Misr University for Science and Technology · 2018 · First of class · CGPA 3.96/4.0 · Honor Degree --- ## Publications ### FlexiNet: An Adaptive Feature Synthesis Network for Real-Time Ego Vehicle Speed Estimation **Authors:** Abdalrahman Ibrahim, Kyandoghere Kyamakya, Wolfgang Pointner **Venue:** IEEE Access (2025) **DOI:** 10.1109/ACCESS.2025.3562229 **URL:** ### A Graph Attention Network Based System for Robust Analog Circuits' Structure Recognition Involving a Novel Data Augmentation Technique **Authors:** Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Joachim Pichler, Sergii Tkachov, Karaj Anjeza, Fadi Al Machot, Kyandoghere Kyamakya **Venue:** IEEE Access (2024) **DOI:** 10.1109/ACCESS.2024.3367598 **URL:** ### A Comprehensive Generalization of a Graph-Attention-Network GAT Based System Towards Real IP Analog-Mixed-Signal AMS Schematics Structure Recognition **Authors:** Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Witesyavwirwa Vianney Kambale, Joachim Pichler, Fadi Al Machot, Kyandoghere Kyamakya **Venue:** 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) (2023) **DOI:** 10.1109/ICECS58634.2023.10382859 **URL:** ### A Vertical Systematic Generalization Towards Real IP Analog-Mixed-Signal AMS Schematics Structure Recognition **Authors:** Ali Deeb, Mohamed Salem, Abdalrahman Ibrahim, Witesyavwirwa Vianney Kambale, Joachim Pichler, Fadi Al Machot, Kyandoghere Kyamakya **Venue:** 27th International Conference on Circuits, Systems, Communications and Computers (CSCC) (2023) **DOI:** 10.1109/CSCC58962.2023.00053 **URL:** ### Study of Massive Floating Solar Panels over Lake Nasser **Authors:** Mohamed A. Tolba, Abdalrahman Ibrahim, Ahmed M. El-Nahas, Basem Elboshy, Bassem M. Ramzy, Ahmed M. El-Garhy **Venue:** International Journal of Photoenergy (2021) **DOI:** 10.1155/2021/6674091 **URL:** ### Evaluation of Capacitive Deionization Desalination Technology for Irrigation **Authors:** Abdalrahman Ibrahim, O.A. Abdullatef, H.F. Abd-Elhamid, A.M. El-Nahas, M.A. Tolba, Bassem M. Ramzy **Venue:** Desalination and Water Treatment (2020) **DOI:** 10.5004/dwt.2020.25676 **URL:** --- ## Contact - **Email:** - **GitHub:** - **LinkedIn:** - **ORCID:** **Languages:** Arabic (native), English (fluent), German (learning)