17.08.2026 aktualisiert
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AI Consultant & AI Engineer | Retail & Consumer Goods Expert
München, Deutschland
Weltweit
Handelsfachwirt (Chamber of Commerce degree in retail management), 1992Über mich
KI Adaption für Unternehmen, AI-natives Unternehmen im Eigenbetrieb: selbst entwickeltes KI-Operating-System (DSGVO, EU). Autonome Finanzplattform Satori. 20+ Jahre Beratung in Handel & Konsumgüter, C-Level-Mandate, Workshops. Eigene Use-Case-Methodik Business X-Ray. Tägliches KI-Monitoring.
Skills
AI AgentsRAGLLMVertex AIKünstliche IntelligenzUnternehmensberatungPythonPostgreSQLProjektmanagementProzessautomatisierungStrategieausführungRetail IntelligenceStrategische AusrichtungDATEVMulti-Agent Systems
AI Consulting & Strategy
Identification, assessment and prioritisation of AI use cases with an own methodology (Business X-Ray): processes assessed by quality, time and cost or client-specific KPIs, visualised and prioritised by leverage. Continuous technology monitoring covering frontier, open-source and local models as well as agentic engineering, semi-automated through own tooling. Workshop design and facilitation at C-level advisory.
Agentic AI Engineering & AI-native Operations
Development and operation of a self-built AI operating system running company operations day to day on own GDPR-compliant, EU-hosted infrastructure. Multi-agent systems in daily use including orchestrator/sub-agent architectures, structured-output contracts, adversarial verification and goldset-based regression gates.
End-to-End Platform Development (Satori)
Architect and sole developer of Satori, an autonomous finance platform in production: email ingest, LLM extraction, multi-stage verification pipeline, posting proposals, payment and DATEV export. Hybrid architecture combining deterministic checks and LLM extraction with confidence gating (Vertex AI, EU region), validated with real supplier invoices in a production pilot with a Munich food-retail group.
Retail & Consumer Goods Consulting
Over 20 years of consulting and project management experience predominantly in retail and consumer goods, covering business process design through to system implementation.
Project Leadership & Management
Project leadership with responsibility up to 5 million euros, mandates directly with owners, managing directors and boards, including projects in the public sector.
Business Development
Business development leadership for retail and consumer-goods clients, including department build-up, team leadership, and conception and delivery of IT products from acquisition through rollout and operations.
Workshop Design & Facilitation
Certified moderator with experience in workshop design and facilitation, lectures and presentations, and stakeholder acquisition at management and board level.
LLM Integration & Hybrid Architecture
Design and implementation of hybrid architectures combining deterministic checks and LLM extraction with confidence gating, using Vertex AI in the EU region.
Identification, assessment and prioritisation of AI use cases with an own methodology (Business X-Ray): processes assessed by quality, time and cost or client-specific KPIs, visualised and prioritised by leverage. Continuous technology monitoring covering frontier, open-source and local models as well as agentic engineering, semi-automated through own tooling. Workshop design and facilitation at C-level advisory.
Agentic AI Engineering & AI-native Operations
Development and operation of a self-built AI operating system running company operations day to day on own GDPR-compliant, EU-hosted infrastructure. Multi-agent systems in daily use including orchestrator/sub-agent architectures, structured-output contracts, adversarial verification and goldset-based regression gates.
End-to-End Platform Development (Satori)
Architect and sole developer of Satori, an autonomous finance platform in production: email ingest, LLM extraction, multi-stage verification pipeline, posting proposals, payment and DATEV export. Hybrid architecture combining deterministic checks and LLM extraction with confidence gating (Vertex AI, EU region), validated with real supplier invoices in a production pilot with a Munich food-retail group.
Retail & Consumer Goods Consulting
Over 20 years of consulting and project management experience predominantly in retail and consumer goods, covering business process design through to system implementation.
Project Leadership & Management
Project leadership with responsibility up to 5 million euros, mandates directly with owners, managing directors and boards, including projects in the public sector.
Business Development
Business development leadership for retail and consumer-goods clients, including department build-up, team leadership, and conception and delivery of IT products from acquisition through rollout and operations.
Workshop Design & Facilitation
Certified moderator with experience in workshop design and facilitation, lectures and presentations, and stakeholder acquisition at management and board level.
LLM Integration & Hybrid Architecture
Design and implementation of hybrid architectures combining deterministic checks and LLM extraction with confidence gating, using Vertex AI in the EU region.
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2020
Sprachen
DeutschMutterspracheEnglischverhandlungssicher
Projekthistorie
Running an AI-native company with a self-built AI operating system orchestrating research, development, proposals and accounting. AI consulting including strategy, use case identification, workshops and C-level advisory. Architect and sole developer of Satori, an autonomous finance platform in production. Building and operating multi-agent systems and agentic engineering infrastructure.
Business development leadership for retail and consumer-goods clients, department build-up and team leadership. Conception and delivery of IT products from acquisition through rollout and operations.
One of Germany's leading retail consultancies covering all core consulting fields for retail including strategy, processes and expansion. Project leadership with responsibility up to 5 million euros, mandates directly with owners, managing directors and boards, and projects in the public sector. Workshop design and facilitation as a certified moderator, lectures, presentations and stakeholder acquisition.