Bio

Lead AI & Software Engineer at Digital Rail, where I lead a team optimizing railway traffic with reinforcement learning. I am entuthastic about technical leadership, high-impact research, and hands-on software engineering.

  • Experienced developer focusing on machine learning with Python (8+ years)
  • Curious researcher with 30+ peer-reviewed papers (3 awards, h-index 15)
  • Passionate technical leader of AI-focused teams (2 projects, 2+ years)
  • Computer science PhD with distinction from Paderborn University

Experiences

Lead AI & Software Engineer

2024 - Present

Leading a team of AI researchers and engineers to optimize railway traffic with deep reinforcement learning. I set and drive the AI strategy and work hands-on on research and development.

Senior AI & Software Engineer

2022 - 2024

Design of reinforcement learning approaches for optimizing train schedules quickly and autonomously. Development of high performance simulation. Coordination between AI and simulation teams.

Research on network management and optimization, network softwarization (NFV/SDN), cloud and edge computing, 5G and beyond, as well as machine learning and reinforcement learning.

Student Assistant (Teaching & Research)

2012-2016
Paderborn University, Germany
  • Prototyping and evaluating protocols for vehicular networking.
  • Teaching two undergrad classes on Java and systems software.

Education

PhD in Computer Science (summa cum laude, with honors)

2017 - 2022
Paderborn University, Germany

MSc in Computer Science (Grade 1.0 with honors)

2015 - 2017
Paderborn University, Germany

BSc in Computer Science (Exchange semester)

2013
University of Oklahoma, USA

BSc in Computer Science (Grade 1.3 with honors)

2011 - 2015
Paderborn University, Germany

German grades: 1.0 = excellent, 4.0 = sufficient/passing grade

Honors & Awards

For the digest of my PhD thesis at the 2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)

For our paper at 2020 IEEE/IFIP International Conference on Network and Service Management (CNSM)

Accepted at Software Campus with €100K grant to lead my own 2-year research project, RealVNF.

Distinguished Student 2016

10/2016

Awarded by the computer and communication systems group, Paderborn University

Awarded by Germany’s oldest and most prestigious scholarship foundation

National scholarship awarded to less than 1% of students in Germany

Paderborn University’s computer science scholarship incl. conference grants

Award for outstanding performance in mathematics (best of my year)

Skills & Technology

Languages:

German (native), English (professional), Spanish, Finnish (intermediate)

Programming:

Python, Java, C++, JavaScript

Cloud & Container:

Docker, Kubernetes, AWS, GCP DevOps

Machine Learning:

numpy, pandas, sklearn, TensorFlow, Keras, PyTorch

:

Ray RLlib, OpenAI Baselines, OpenAI Gym

Hobbies

  • Technology & Machine Learning
  • Traveling & Languages
  • Hiking & Running
  • Cooking & Eating