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Dr. Gabriel Lipnik

AI & Optimisation Engineer

Railway, logistics & enterprise AI

Anexia University of Klagenfurt Klagenfurt, Austria

If you're running complex logistics and wondering whether AI can actually help — let's find out together and sketch an agentic solution.

You bring your toughest problem, I bring the math.

What I Do

I design and build AI-driven decision systems for complex operational environments – where wrong decisions are expensive and right ones are hard to compute.

My background combines a doctorate in technical mathematics from TU Graz (awarded sub auspiciis Praesidentis) with training in AI strategy (MIT Sloan) and AI governance (Oxford Saïd Business School). I work at the intersection of mathematical optimisation, machine learning, and trustworthy AI, and I care as much about getting models into production as about getting them right on paper.

At Anexia, I focus on operational domains where planning and resource decisions have real consequences: transport, logistics, enterprise AI. Not just prototypes, but systems that create measurable business value. Additionally, I teach mathematics at the University of Klagenfurt, bridging theory and practice.

Focus Areas

Industry & Applied AI

AI-driven decision systems and optimisation · Explainable and trustworthy AI · AI governance and responsible deployment · ML and GenAI in operational contexts

Mathematical Foundations

Discrete mathematics and combinatorics · Applied optimisation (mixed-integer, linear) · Algorithmic thinking and formal modelling

Selected Credentials

AI Ethics, Regulation and Compliance Programme

Saïd Business School, University of Oxford

2025

AI governance, EU AI Act, regulatory frameworks, and responsible AI.

AI: Implications for Business Strategy

MIT Sloan School of Management

2025

AI strategy, organisational implementation, and business impact.

Promotio sub auspiciis Praesidentis rei publicae

Federal President Alexander van der Bellen

2024

Highest academic honour in Austria.

Würdigungspreis

Austrian Federal Ministry

2020

National award for outstanding master's thesis.

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