About Me
I'm Johannes, an AI and Software consultant with over a decade of experience building data products and leading technical teams.
My background spans the full stack of AI and data work, from hands-on ML engineering to strategic leadership as Head of AI & Data. I've worked with startups finding product-market fit and enterprises modernizing their data infrastructure.
Today, I help companies navigate AI opportunities with a focus on practical implementation and sustainable results.
Experience
Independent AI & Software Consultant
Helping companies design and ship AI, data and automation solutions - from strategy and architecture to production-ready systems.
Head of AI & Data
Strategic and operational leadership of the AI & Data department. Responsible for AI roadmap, architecture and delivery, while building and leading interdisciplinary teams.
Lead Software Engineer & Data Scientist
Design and Implementation of scalable AI and software solutions for enterprise environments. Leading cross-functional engineering teams and driving end-to-end technical delivery.
Data Science Consultant
Advising startups and enterprises on using AI and analytics to solve concrete business problems. Delivering models, dashboards and prototypes that created measurable value.
Software Engineer & Data Scientist
Worked on software engineering and data science projects in industry and research settings, building the technical foundation for later leadership and consulting roles.
How I Work
Pragmatism over Perfection
I focus on solutions that work in the real world, not just in theory. Shipping beats planning.
Clarity in Communication
Technical concepts explained simply. No jargon when plain language works.
Long-term Thinking
Quick wins are good, but I design for sustainability and maintainability.
Honest Assessment
If something won't work, I'll tell you. If AI isn't the answer, I'll say so.