Product Manager | AI Products & Workflow Automation | Berlin
Product Manager | AI Products & Workflow Automation | Berlin
Product Manager with an engineering background and 8+ years in software. I build practical AI-powered workflows that turn messy business processes into usable products, from discovery and scope to implementation and production.
AI Clinical Documentation Assistant
An AI product that turns doctor-patient audio and clinical documents into structured medical notes. Built around human-in-the-loop review, workflow automation, and personalization based on how each clinician works.
In progress
2026The Agent's AI Teammate
An independent AI product case study on German real estate workflows. It explores how agent client acquisition could be automated safely, starting with workflow mapping, deterministic steps, and human review before any client-facing action.
Diagnosing Youth Churn Before Building
A product discovery case study on a youth churn problem in a large social platform. It shows how I moved from a broad business symptom to a clearer user problem, then defined a practical MVP direction.
I am a Product Manager with an engineering background and 8+ years in software. I work on AI products, workflow automation, and tools that help teams reduce manual work without adding unnecessary complexity.
My strongest area is the space between product, engineering, and real business operations: understanding how work actually happens, identifying where friction appears, and turning that into useful software.
• AI & Workflow Automation: Building AI agents, voice-to-text flows, and automation systems for real business processes.
• Product + Engineering: Turning user needs and technical constraints into clear scope, working software, and practical product decisions.
• Hands-on Delivery: Comfortable moving from discovery and workflow design into prompt architecture, data processing, frontend/backend implementation, and release validation.
Hands-on stack: Python, React, Node, APIs, UX/UI.