I’m a Berlin-based Product Manager with nearly 3 years of product experience in B2B SaaS and applied AI. I have worked across AI-assisted operational workflows, product analytics, AI search, ranking and multi-stakeholder workflows.
I entered product through business operations and growth marketing. Operations taught me to understand the complete workflow around a customer problem: supply, constraints, hand-offs and commercial reality. Growth taught me to connect decisions with measurable user behaviour. Product became the place where those perspectives could be combined with technology, discovery and execution.
That background is why I tend to work from the operating problem outward rather than from the feature inward.
Internship → Business Operations Manager
Working in business operations taught me to see a problem as part of a larger system: customer needs, inventory, pricing, dependencies and operational trade-offs.
FocusWorkflows · Customers · Inventory · Operational constraints · Commercial trade-offs
Growth marketing added a measurement layer: understand behaviour, form hypotheses, test messaging and channels, and adjust based on evidence rather than intuition alone.
FocusUser behaviour · Acquisition · Messaging · Measurement · Experimentation · Commercial communication
Product brought those perspectives together. I now work across discovery, technical prototyping, stakeholder alignment, delivery and post-launch iteration, particularly in B2B SaaS and applied-AI products.
FocusDiscovery · Prioritisation · Technical collaboration · Product decisions · Delivery · Iteration
Before discussing a feature, I want to understand the user, the existing process, the dependencies, and what happens before and after the interaction.
Customer input, product data, technical constraints, and stakeholder beliefs are different types of information. I try to make those distinctions explicit before committing to a direction.
Prototypes, SQL queries, realistic examples, and edge cases help expose weak assumptions before they become expensive implementation decisions.
Adoption, quality, feedback and operational behaviour matter more than treating release as the finish line.
I’m targeting Product Manager and AI Product Manager roles in Germany, with Berlin as my primary location. The strongest fit is B2B SaaS involving applied AI, operational workflows, analytics, search, marketplaces or other multi-stakeholder products.
The Profile page covers my experience and credentials. Selected Work goes deeper into the product decisions and outcomes behind the products I’ve worked on.