German Rauhut-Freelance Technical Product Owner & AI Product Builder
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Experience
Freelance Technical Product Owner & AI Product Builder
Neckarshore AI / Freelance
Two complementary tracks: (a) building my own AI products and open-source tools under the Neckarshore AI brand, with a focus on AI-supported multi-agent development processes and documentation automation; (b) freelance support for industrial, logistics, and financial companies in IT-related transformation projects.
Current product portfolio under the Neckarshore AI brand:
- Omnopsis Documenter — AI-powered documentation engine: generates compliance, technical, and release documentation from Git, Jira, and Confluence. 500+ automated tests, 100+ API endpoints, RBAC, monitoring stack.
- TrustScope — trust analysis for public GitHub repos: deterministic three-pillar report (Security & Supply Chain, Governance, Community) based on OpenSSF Scorecard, with constructive fix suggestions instead of a single misleading score.
- md-viewer — dependency-free Markdown viewer for macOS (Finder Quick Action) and web, split view of rendered document and raw text.
- Obsidian Vault Autopilot — AI-supported vault automation for Obsidian × Claude Code: sorts the inbox, renames notes, enriches frontmatter.
- Phonesis Voice Bank — voice archive for families, hospices, and cultural archives (guided recordings, inheritable archive, optional voice cloning); currently in the GDPR compliance phase (Art. 9, biometric data).
- Multi-Agent Development Process — 12+ specialized agents (architecture, implementation, security, refactoring, marketing) with structured handoff protocol, parallel execution, and automated quality assurance — powers the entire product development.
- Freelance consulting: Technical Product Ownership for production, logistics, and compliance/AML systems; steering international rollouts including test, cutover, and change management.
Stack: NestJS, TypeScript, PostgreSQL, Redis/BullMQ, Next.js, Claude Code (Opus), Docker, GitHub Actions, Vercel
Technical Product Owner MDATA & Plant Relationship Manager
Mercedes-Benz AG
TecPO for MDATA — the product that connects external master-data-providing systems to the MES "PLUS NextGen" and acts as an anti-corruption layer (ACL): decouples the 24/7 availability and SLA requirements of the MES from slower source systems.
- Product vision, backlog prioritization, refinement, and release planning for a central, highly available master data supply.
- Alignment with business units, plants, architecture, security, and a distributed development team (including South Africa); management of an agile approach using Scrum.
- Prototyping AI-supported software development and test processes (automated documentation, test case suggestions).
- Plant Relationship Manager at the Sindelfingen plant for body sorting systems — central interface between plant, production planning, and IT in a politically sensitive environment.
- Selection and rollout of a test management system (Xray) and Digital Adoption Platform (DAP).
Technical Product Owner, Integration Lead & Agile Coach
Mercedes-Benz AG
Digitalization of group-wide shopfloor management at Mercedes sites worldwide — replacing manual KPI processes maintained in Excel with a unified dashboard platform (80-inch touchscreens fed by source systems before each of the three shift starts). Unified SFM platform for more than 50,000 KPIs.
- Responsibility for connecting around 80% of the external source systems; steering the move from CSV deliveries to API-based data provision.
- Functional responsibility for the rollout in the Powertrain area; steering and enabling an external team.
- Design and automation of the configuration and maintenance of >50,000 metrics/KPIs (config-as-data/bulk load, self-service for teams).
- Agile coaching and building the agile way of working as the first agile team in the area.
- Test lead: test automation (Katalon/Selenium, Postman, SQL checks), support in release management (biweekly releases).
Senior Business Analyst & Test Lead
Daimler AG / smart.com (via TestGilde GmbH)
Solely responsible Senior Business Analyst for the further development of the brand website smart.com — translating agency feature ideas into epics and user stories, acting as the interface between marketing leadership, design agency, and development team.
- Preparing go/no-go recommendations with a very high acceptance rate (~95%).
- Proactive test automation: building and fully automating the smoke tests (self-funded, Java-based) — first test automation assignment in my career.
Senior Project Manager
Cellent Finance Solutions
AML software development for Postbank transaction monitoring; own test data generator
Business Consultant (PASS Consulting)
Deutsche Bank
Migration analysis for embargo filtering, gap analysis
Project Manager
Contargo
Introduction of freight forwarding software "4ward" + slot management for container terminal
Project Manager (PASS Consulting)
Allianz Group
International rollout of Actimize AML solution (France, Ireland, Malaysia, Cairo, Germany)
Senior Business IT Consultant
Regional Container Lines
ERP rollout "SeaLiner" in Southeast Asia/East Asia, Bangkok
Senior Consultant
plenum Systems GmbH
DMS/eService/CRM projects at banks, insurance companies, state government
Software Development & Production Management, Bangkok/Germany
Founding partner in a web company, team lead in software development, production manager in textiles/apparel
Military service
Air Force Programming Center
Organization/administration, safety-critical IT environment
Industry Experience
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Experienced in Manufacturing, Information Technology, Automotive, Transportation, Fashion, and Insurance.
Business Area Experience
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Experienced in Information Technology, Operations, Project Management, Product Development, Production, and Quality Assurance.
Summary
20+ years of experience as a Technical Product Owner, Business IT Consultant, and Rollout Lead in complex enterprise transformations (MES, ERP, AML/compliance) — including 8 years in production and shopfloor environments at Mercedes-Benz. I bridge the gap between business, IT, and implementation and make sure complex solutions go live in a stable way, even under time pressure and in politically sensitive environments.
Since October 2025, I have been following a second, complementary path as an AI Product Builder: building my own AI products under the Neckarshore AI brand, backed by a self-designed multi-agent development process (12+ specialized AI agents, structured handoff protocol, parallel execution). This combines enterprise experience in requirements, testing, and rollout management with hands-on AI engineering (LLM integration, prompt engineering, full-stack implementation).
Looking for freelance roles with an AI focus or emphasis — both hands-on (AI product/engineering) and on the concept/coordination level (Technical Product Owner, Senior Consultant for AI products and rollouts). Open to both directions if the work is technically exciting.
Skills
Ai & Modern Development: Multi-Agent Orchestration, Llm Integration, Prompt Engineering, Claude Code (Opus), Nestjs, Typescript, Postgresql, Redis/Bullmq, Next.Js, Docker, Github Actions, Vercel, Obsidian Plugin Development (Markdown, Yaml)
Technical Product Ownership & Rollout: Backlog And Stakeholder Management, Prioritization, Release Planning, Go-Live/Cutover/Hypercare, International Plant Rollouts
Business Analysis & Requirements Management: From Idea To Epics/User Stories To A Production-Ready Solution, Interface Consulting (Rest Apis/Json), Master Data And Authorization Concepts
Test & Quality Assurance: Test Strategy, Uat, Regression, Test Automation (Katalon/Selenium, Postman), Go/No-Go Decisions
Agile Methods: Scrum, Kanban, Scaled Environments With Distributed Teams, Agile Coaching
Ai & Development: Multi-Agent Orchestration, Llm Integration, Prompt Engineering, Claude Code (Opus), Nestjs, Typescript, Postgresql, Redis/Bullmq, Next.Js, Docker, Github Actions, Vercel
Pm & Collaboration: Jira, Confluence, Ms Project, Sharepoint, Redmine, Git, Jenkins
Requirements Management & Modeling: User Stories, Epics, Visio, Uml, Bpm (Adonis)
Data & Technology: Rest Apis, Json, Ms Sql Server, Oracle, Sql
Test & Quality: Katalon (Selenium), Postman, Hp Qc, Test Data Generators, Manual And Automated Testing
Itsm: Servicenow, Ticket And Change Processes
Industries: Automotive (Oem & Suppliers), Shipping & Container/Terminal Logistics, Banks & Insurance (Aml/Compliance), Software Development, Public Sector
Languages
Education
Berufsakademie Stuttgart
Diplom-Betriebswirt (BA) · Data Processing · Stuttgart, Germany
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