Specialized consulting that combines deep technical expertise with human understanding — helping organizations that want practical, reliable, human-centered AI — not just another proof of concept.
Trusted by teams from

Most AI projects don't fail because of bad models — they fail because of unclear goals, fragmented data, and communication gaps between teams.
I help you reconnect the dots: from business goals to technical execution.
AI initiatives without clear business objectives
Communication gaps between business and tech teams
Solutions that are too complex to maintain or scale
I support companies through the entire AI lifecycle — from finding the right use cases to scaling production-ready systems.
Identify opportunities, assess readiness, and define the right approach.
Build and integrate AI systems that actually deliver value.
Empower your team to understand, maintain, and expand AI capabilities.

"Markus combines deep technical expertise with a calm, analytical presence — he sees through complexity and turns it into clarity."
CEO, Austrian Enterprise
A proven, collaborative approach that turns AI ambitions into working solutions
We start by understanding your business goals, challenges, and AI opportunities. Together, we define clear objectives and success metrics.
I design a tailored AI solution that fits your technical landscape and organizational capabilities. No over-engineering, just practical solutions.
Hands-on development and integration of your AI system. I work closely with your team to ensure knowledge transfer and smooth adoption.
Launch your AI solution with confidence. I provide ongoing support to ensure your system delivers value and evolves with your needs.
Ready to get started?
Let's Discuss Your ProjectSee how I've helped organizations transform their operations with practical AI solutions
A recycling facility struggled to accurately identify and sort different plastic materials on high-speed conveyor belts, leading to contamination and reduced recycling efficiency.
Developed a real-time computer vision system where a mobile Android app captures images via camera and sends them to a backend for processing. The system performs object detection and integrates with robotic sorting arms for automated material separation.
A retail chain couldn't predict daily product demand accurately, resulting in stockouts during peak times and excess inventory during slow periods.
Built a time series forecasting system that combines historical sales data with external factors like weather patterns, traffic data, local events, and holidays. Implemented ML models in Python to generate accurate daily demand predictions.
A production facility faced high energy costs due to inefficient scheduling of energy-intensive equipment, with no clear strategy for optimal production timing.
Developed an AI-powered scheduling system that optimizes production timing based on energy prices, equipment capacity, and production deadlines. The system intelligently plans when to run operations to minimize energy consumption while meeting production targets.
A travel platform struggled to match customer preferences with the right flight options, leading to low conversion rates and poor user experience.
Implemented an intelligent recommendation system that analyzes user behavior, search patterns, and preferences to suggest the most relevant flight options. The system learns from user interactions to continuously improve suggestions.
Let's discuss how AI can transform your business operations and drive measurable outcomes.
Start Your AI JourneyA unique combination of technical expertise, business acumen, and commitment to your success
Over a decade of experience in software engineering and AI implementation across diverse industries.
I focus on solving business problems, not just implementing technology. Your ROI is my priority.
Agile methodology and hands-on development means faster time-to-value for your AI initiatives.
Thorough planning and proven frameworks minimize project risks and ensure successful outcomes.
Build systems that grow with your business, not technical debt that holds you back.
I'm invested in your success beyond project delivery. Ongoing support and optimization included.
Comprehensive services that cover every stage of your AI journey
Define your roadmap, identify real ROI use cases, and build a sustainable AI strategy aligned with your business goals.
From prototypes to production-grade AI. Design and implement scalable, maintainable AI systems that integrate seamlessly with your existing infrastructure.
Build in-house expertise that lasts. Empower your teams with practical knowledge and hands-on experience in AI technologies.

With a Ph.D. in Artificial Intelligence and over a decade in software architecture, I bridge the gap between deep tech and real business value.
I've built AI systems used in production — and helped teams transform complexity into clarity. My approach combines rigorous technical expertise with a deep understanding of organizational dynamics.
Whether you're starting your AI journey or scaling existing initiatives, I bring the experience and perspective to help you succeed.
Deep academic foundation in artificial intelligence
Software architecture & engineering experience
Bridging technical and business perspectives
Real-world AI systems in production environments
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Let's discuss how I can help your organization build AI systems that deliver real value.
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