My Services
I help automate internal data workflows, make knowledge easily accessible, and turn unstructured information into actionable insights. Data protection, scalability, and customization are always central.
Intelligent Chatbots with RAG System
Find internal information instantly and GDPR-compliant – from training materials to FAQs or technical docs.
- Strategic AI roadmap development
- Technology stack evaluation
- Process optimization recommendations
- ROI analysis and implementation planning
Automated Data Extraction
AI-powered pipelines transfer invoice or contract data automatically into your ERP.
- End-to-end product development
- User experience design
- Technical architecture planning
- MVP development and iteration
Speech Transcription & Data Structuring
Convert audio (calls, meetings) into structured, analyzable data.
- Custom AI model integration
- API development and deployment
- Performance optimization
- Ongoing maintenance and support
Clients I've worked with directly or as a contractor:
Notable Projects
A selected insight into my work
AI powered table transformation
Development of a AI ETL software to convert tables (CSV, Excel) from different companies to a standardized format by mapping columns and transformation functions.
AI Product Database
Parsing product brochures and webpages to create a product database which can be queried by a rag powered chatbot to compare products for better competition analysis.
Metrics analysis platform
Building Kausa.ai over 2 years to help companies understand why their metrics changed.
Web-Crawling Platform
Development of a platform for processing 66M URLs and expanding 4k+ webshop catalogs.
Social Media Strategy
Increased average views from 4k to 25k through strategic implementation.
Professional Experience
7 years as AI product manager and engineer.
Japan Experience/Scholarship
DAAD Tokyo, Japan
- Received €90k scholarship to become Japan expert
- Completed 9-month Japanese language program
- 6-month internship focused on social media and e-commerce
- Rebuilt Shopify store for local brand
- Led social media revamp → avg. views 4k → 25k
Product Manager
Kausa (B2B SaaS AI product) @Merantix AI, Germany
- Prototype to product-market fit → €X0k ARR with 150% QoQ growth in 2022
- Led continuous product discovery → weekly user tests, rapid prototyping (paper to Figma), explored problem space
- Demonstrated user value → '2h saved/day/user acquisition manager'
- Organized product delivery → Shipped X00+ user stories with 5 developer squad
- Managed stakeholder relationships → 0% churn
- Validated key product assumptions → led user research and created actionable personas
Product/Engineering Fellow
Tech4Germany @ Federal Government, Germany
- Advised German Health Ministry on research data center for 73M citizens
- Co-authored EU report → 6 benchmarking interviews
- Built 2 prototypes → 40+ user interviews
- Defined product requirements for national health data platform
PM & Solutions Engineering Intern
SAP Conversational AI Palo Alto, USA
- Shipped 2 user stories across 4 global teams (>X00 daily active devs)
- Aligned 9 PMs on personas → enabled >X0 to prioritize
- Managed onboarding/training for 5 product groups
- Helped launch 3 chatbot products
- Co-created chatbot prototype → used by >10k users
Full Stack Java Developer
Idealo.de with HPI, Germany
- Full-stack Java development for e-commerce platform
- Big data processing and analysis
- Web crawling infrastructure development
- Collaboration with industry partner Idealo.de
Design Thinker (Basic- and Advanced Track)
HPI School of Design Thinking, Germany
- Completed Basic and Advanced Design Thinking tracks
- Project partner: GlaxoSmithKline knowledge dissemination redesign
- Interdisciplinary team collaboration
- Innovation methodology training at Stanford d.school sister institute
Bachelor IT-Systems Engineering
Hasso Plattner Institut, Germany
- B.Sc. IT-Systems Engineering, grade 1.4
- Software engineering and system design
- Computer science fundamentals
- Practical programming and development skills
Awards & Scholarships
Awarded by
Friedrich-Naumann Foundation Scholarship
MIT Global Entrepreneurship Bootcamp
Semester at Sea International Student
DAAD Language and Practice in Japan
Tech4Germany Fellowship
My work has been recognized at
Music Hackday — 1st Prize + 5 Awards
HackHPI 2017 — 1st Prize
HackHPI 2016 — 1st Prize
Adventures Beyond the Ordinary
Lived on 4 continents, traveled to 43 countries, studied on a cruise ship, interviewed Angela Merkel, climbed Mt. Kilimanjaro, baked my own bread.
Each new experience shapes my perspective and enriches my work as an AI Product Engineer.
