Digital Project Manager · Munich

Nine years delivering digital products. Now building with AI.

I led connected-mobility and manufacturing-digitalisation work, from IoT gateways across Munich’s bus fleet to an AI service tool that helped technicians resolve issues faster.

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Sample work experience

Three products delivered. Three measurable outcomes.

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Oerlikon AM Europe · 2024-2026

AI / RPA order workflow

Automated order initiation across the operating workflow.

Led the implementation of an AI/RPA workflow that reduced manual processing during order initiation.

−50%order-initiation processing time
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Oerlikon AM Europe · 2024-2026

Service-technician AI chatbot

Put AI support into the hands of service technicians.

Led the deployment of an AI chatbot and the operational changes needed to embed it in the service workflow.

+86%problem-resolution efficiency
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Stadtwerke München · 2021-2024

Onboard IoT gateway

Built the digital foundation for a connected bus fleet.

Led the workstream from concept and requirements through public tendering, supplier development and integration into Munich’s bus operations.

500+buses equipped across Munich

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What I’m building now

I discovered a recurring gap in my professional career: AI ideas often reach budget discussions before ownership, data, success measures and governance are clear. I’m turning that gap into a product for better-informed investment decisions.

Current product offering · 2026

AI Opportunity Readiness Assessor

A bilingual assessment framework that turns structured AI use-case evidence into a consistent decision brief, with readiness scores, fixed PoC gates, review signals and concrete next steps.

The question it answers

Is this AI idea ready for a PoC, or is more discovery needed first?

  • Structured evidence, not prompt quality, drives the assessment
  • Nine years of project-delivery experience shape the readiness logic
  • Deterministic scoring and fixed PoC gates keep recommendations consistent
  • Decision-ready evidence, gaps and next actions, with human review where needed
Click here to know more ↗
01Structured intake
Problem KPI Data Owner
02Evidence assessment
DB
03Score & safeguards
68/100

!Review signal

04Decision brief
Conditional PoC candidate
010203

Built in n8n with OpenAI and deterministic routing

The working n8n workflow behind the product.

Structured intake, AI assessment, deterministic scoring, safeguards and report generation in one implemented automation.
Implemented n8n workflow for the AI Opportunity Readiness Assessor

Contact

Let’s talk about the work.