Experience & Insight & Impact

Overview

Senior business professional with a unique blend of commercial leadership, technology expertise, and AI domain knowledge.

Career foundation in the ICT sector, later expanded and deepened through hands-on leadership in AI consulting.

Original academic background in electrical engineering, complemented by an MBA focused on business strategies and innovative business models.

Early mover in AI — began working on applied AI solutions in 2016, well before mainstream adoption.

Co-founder of Neuron Solutuions, one of Hungary’s leading AI consultancies; played a central role in shaping strategy, selecting business models, leading sales and marketing, and delivering projects in consulting, project management, and training.

Proven community builder, having initiated and led professional networks and events that advance AI literacy and cross-sector collaboration.

Balanced expertise across business and technology, combining strategic foresight with the ability to translate advanced concepts into practical implementation.

Up-to-date mastery of Generative AI — tracking frontier research, state-of-the-art models, and advanced enterprise use cases.

Lifelong AI enthusiast, committed to continuous learning well beyond professional requirements.

Industry Experience

Telecommunications – Early exposure to embedded AI in telecom products while working at telecoms vendor; later applied AI strategy and solutions within the sector.

Healthcare & Pharma – Built and managed a strategic relationship with large pharmaceutical companies, applying AI in pharmaceutical research.

Served as project manager for developing a data science curriculum for healthcare professionals with a medical university, and led a smart hospital program within Hungary’s AI Coalition.

Banking – Supported various banks with AI use-case selection, training for data science teams, and ambassador programs.

Manufacturing – Guided AI use-case identification, advised top management, and oversaw projects at multinational manufacturing firms

Sports – Designed AI-driven performance and operational use cases for sports including gymnastics and ice hockey.

Media – Led AI use-case selection and training for a national TV channel and a major online news portal. 

Key Areas of Professional Interest

AI-Centred Business Model Innovation – Converting breakthrough AI ideas into viable commercial offerings through structured Business Model Innovation (BMI) methods. Beyond continuous learning in this area, I have developed my own approach based on the principle: your business model is your product — no AI product succeeds without a winning model.

ROI & Value Creation in AI – Applying both theoretical frameworks and hands-on experience to the economics of AI: from total cost of ownership to payback, scalability, and long-term value capture.

Generative AI for Knowledge Workers – Designing and implementing high-impact use cases for LLMs and other GenAI tools in business-critical functions such as market analysis, executive decision support, sales strategy, and research workflows. Focused on tool selection, user training, adoption strategies, limitations, and future evolution.

Autonomous Agents & Enterprise Alignment – Investigating and evaluating emerging agentic AI systems, with an emphasis on enterprise integration, goal alignment, safety, and the technical underpinnings required for robust, autonomous decision-making.

Frontier AI for Scientific and Commercial Breakthroughs – Tracking and interpreting cutting-edge research in areas such as human behaviour modelling, community dynamics simulation, and AI-assisted scientific discovery, with a focus on strategic applications.

Path to AGI & ASI – Following global advancements toward Artificial General Intelligence and Artificial Superintelligence, and analysing their potential technical architectures, societal impacts, and governance challenges from an informed, multidisciplinary perspective.

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