PROJECTS

A selection of project assignments across Automotive, Manufacturing, Oil & Gas, and Plant Engineering — spanning SAP implementations, process design, and AI-driven automation.

Enterprise Client04/2026 – present

SOURCE-TO-PAY AI INITIATIVE

External AI Consultant (Freelance)

External AI consultant (freelance) leading a strategic AI programme for augmenting sourcing and purchasing processes in a highly complex SAP and non-SAP environment. Analysing the status quo, driving the AI roadmap, consulting the client on effective AI adoption for development processes, and accelerating organisation-wide AI maturity.

AI StrategySAPSource-to-PayProcess Consulting
Software Vendor, Tax Consultancies04/2025 – 09/2025

GENAI CHATBOT – VECTOR EMBEDDING IN TAX SECTOR

Product Owner / Project Manager

Project management for improving the performance and response accuracy of a GenAI chatbot with massive vector embedding infrastructure. Research and evaluation of approaches to enhance context understanding, coordination of architecture decisions with the technical team, and transfer of research results into development tasks.

PythonJavaAzure AI StudioOpenAIEmbedding ModelsLLM-as-a-Judge
Automotive07/2024 – 11/2024

AI IN CUSTOMER INTERACTION CENTER

Project Manager, Developer

Project setup and management for implementing an LLM-supported automatic translation function for complaint management. Delivered the technical solution, managed internal and external stakeholders, and provided consulting on architecture and solution design.

PythonvLLMAWS BedrockAzure OpenAI Service
Automotive04/2024 – 06/2024

KNOWLEDGE GRAPH + LLM POC FOR IT ASSET MANAGEMENT

Project Manager

Project setup and management for implementation of an ontology-based knowledge graph integrated with an LLM via generated SPARQL queries. Tested RDF triple store integration and validated the system's ability to answer specific architecture questions about managed IT systems and their components.

Pythoneccenca Corporate MemoryOllamaSPARQLRDF
Software Vendor, Tax Consultancies04/2024 – 07/2024

GENAI TEXT GENERATION FROM TABULAR ECONOMIC DATA

Project Manager

Project setup and management for designing a GenAI function that generates business KPI narratives for clients from tabular economic data. Participated in architectural design, unit testing, and stakeholder management across German and English-speaking teams.

PythonJavaOllamaMistralGemma
Automotive Supplier09/2023 – 03/2024

GLOBAL PURCHASING SYSTEM

Project Manager & SME

Interface development within a multi-system landscape for non-production (indirect) procurement. Designed and implemented a complex interface architecture for mass-data synchronisation across the connected systems, ensuring reliable, high-volume data exchange between the purchasing platform and the downstream SAP systems.

SAP SRMwescale ProcureCustom Development
Automotive08/2020 – 05/2023

S/4HANA INTRODUCTION

Stream Lead – Requisitioning & Central Procurement

Comprehensive SAP S/4HANA implementation replacing heterogeneous legacy systems, combined with an end-to-end process redesign across requisitioning and central procurement. Led the solution architecture for a centralised, cross-system purchasing platform and aligned the target processes with stakeholders from multiple business units.

SAP S/4HANACentral ProcurementMDGWPS4
Internal06/2022 – 11/2022

SAP MACHINE LEARNING POC

Project Manager & Developer

Proof of concept for automated field completion using a neural network embedded in an SAP Fiori application. Developed the neural network model, supported the REST interface integration with the SAP backend, and demonstrated how machine learning can reduce manual data entry directly within standard SAP user interfaces.

SAP S/4HANAAWSNeural NetworksSAP Fiori
High-Tech06/2021 – 09/2023

ORDER / SERVICE FULFILLMENT

Stream Lead – Cross-Company Orders

Harmonisation of order and service fulfilment processes across companies. Held IT responsibility for the design and implementation of the purchasing processes, coordinating requirements between business and IT and ensuring consistent, scalable process flows within the SAP landscape.

SAP ERPSAP MMProcess Design
Credit Agency08/2020 – 03/2021

PROCUREMENT COORDINATION

Developer & Process Designer

Implementation of standardised indirect procurement processes, including position-based shopping-cart approval and completion workflows. Coordinated the rollout, designed the approval logic, and aligned the workflows with the organisation's compliance and authorisation requirements.

SAP SRMArchiveLinkABAP
Automotive01/2019 – 06/2020

GLOBAL INDIRECT PURCHASING PLATFORM

Application Consultant, Developer

Continuous adaptation and strategic development of a global indirect purchasing platform (200k+ users). Integrated a cloud purchasing solution with SAP SRM, responsible for various development tasks and interface implementations.

SAP SRMwescale ProcureCustom Development
Automotive Supplier08/2018 – 02/2019

VDA 9003 SUPPLIER EVALUATION

Sub-Project Leader, Process Designer

Developed a KPI-driven supplier evaluation process according to VDA 9003 standard. Led sub-project, designed evaluation process through workshops, and implemented analysis software.

SAP ERP MMProcess DesignVDA 9003
Automotive04/2017 – present

SAP LOGISTICS TEMPLATE ADAPTATION

Subject Matter Expert

Continuous adaptation of an SAP template for plant-specific requirements across material planning, logistics, sourcing, and legacy system integration. Contributor to application management for productive systems.

SAP ERP MMSAP APO3rd Party Tools
Automotive Supplier03/2016 – 05/2017

WORLDWIDE STANDARD LOGISTICS TEMPLATE

Rollout Coordinator & Consultant

International standardization of production, materials management, procurement, and master data. SOURCE module rollout coordinator, go-live adviser, test manager, and trainer across multiple plants.

SAP ERPSAP APOGlobal Rollout
Tool Manufacturer10/2015 – 04/2016

SAP SLC IMPLEMENTATION

Sub-Project Leader, Solution Architect

Full Supplier Lifecycle Management implementation — from requirements workshops and solution architecture to complete system customizing, go-live, hypercare, and follow-on application management.

SAP SLCSAP ERP MMABAP
Automotive Supplier06/2015 – 12/2015

SAP SRM UPGRADE

Application Management Member

Introduction of a new global SAP SRM system version for non-production materials. Contributed within the application management team to integration testing and the development of custom enhancements, ensuring a smooth transition to the upgraded SRM platform across the global user base.

SAP SRMSAP ERPCustom Development
Oil & Gas10/2014 – 12/2014

INDIRECT PROCUREMENT ROLLOUT

SME for SAP SRM

Global SAP SRM template rollout across multiple company departments. Conducted Fit-Gap sessions, adapted business processes, and contributed to training concepts.

SAP SRMQuadremSAP OpenText VIM
Plant Engineering & Automotive10/2013 – 04/2015

GLOBAL STANDARD ERP SOLUTION

SME for SAP SLC

Comprehensive SAP change & implementation project across all departments. Defined new supplier management business processes (onboarding, qualification, classification, evaluation) with intensive off-shore collaboration.

SAP MMSAP SRMSAP SLC

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