AI & SAP
CONSULTING
AI Enablement, Agentic AI & Procurement Expertise
AI & SAP professional | 10+ years experience in AI, S/4HANA, ECC (MM/SRM), ABAP-OO | GenAI & LLM Integration | Agentic AI for ERP systems | Project Leader for Enterprise AI Solutions | Python, Cloud (AWS, Azure) | ongoing PhD in Data Science | Expertise in Procurement and Business Process Automation
SERVICES
What I Deliver
AI-DRIVEN PROCUREMENT AUTOMATION
Designing orchestration layers that bring adaptive intelligence into SAP procurement systems using LLMs, machine learning, and cloud AI platforms — replacing manual, rule-based workflows.
AGENTIC AI & RAG ARCHITECTURES
Building intelligent agents and sophisticated RAG pipelines using AWS Bedrock, IBM watsonx, Azure AI, n8n, CrewAI, and LangChain — with production-ready evaluation and monitoring.
DATA SCIENCE & MACHINE LEARNING
Developing neural networks, classification models, and analytics dashboards using Python, TensorFlow, scikit-learn, and pandas — applied to ERP data for spend optimization and process automation.
SAP BTP & JOULE INTEGRATION
Leveraging SAP Joule Studio, Agent Builder, SAP Build, and BTP services to create agentic workflows and intelligent integrations within the SAP ecosystem.
SAP S/4HANA & AI CONSULTING
Deep expertise in SAP S/4HANA MM, Central Procurement, ECC, and SRM, with strong experience in process design, integration and customization across various platforms.
PROJECT LEADERSHIP & STRATEGY
End-to-end project management using SCRUM and SAFe frameworks — from requirements analysis and conception to testing, go-live, and hypercare — with up to 9 direct reports.
AI STRATEGY CONSULTING
Helping organisations navigate the fast-moving AI landscape with confidence — translating cutting-edge research and emerging model capabilities into actionable roadmaps and sound investment decisions.
ABOUT
Mission & Vision
Modern enterprises face growing challenges in creating seamless, intelligent procurement processes. Even with tools like SAP S/4HANA, S/4HANA for Central Procurement, and SAP BTP, critical workflows remain fragmented, manual, and slow to adapt.
I combine technical depth, strategic leadership, and a research-driven mindset to deliver next-generation automation in enterprise procurement and business processes. Currently pursuing a PhD at the University of Mannheim on enabling LLMs to navigate ERP systems.
APPROACH
AI-First Design
Replacing rigid rule-based systems with adaptive, cognitively aware solutions using LLMs, agentic AI, and ML
Deep SAP Expertise
12+ years across S/4HANA, ECC, SRM — from development to strategic consulting
Research-Driven
PhD research on AI-ERP integration at the University of Mannheim's Chair of Data Science
EXPERIENCE
12+ Years
PROJECTS
15+
INDUSTRIES
6+
SELECTED PROJECTS
Track Record
Enterprise Client
SOURCE-TO-PAY AI INITIATIVE
Freelance AI consultant leading a strategic AI programme to augment sourcing and purchasing processes in a highly complex SAP and non-SAP environment. Status-quo analysis, AI roadmap, and acceleration of organisation-wide AI adoption.
Software Vendor, Tax Consultancies
GENAI CHATBOT – VECTOR EMBEDDING IN TAX SECTOR
Project management for improving chatbot performance using massive vector embeddings. Research and evaluation of approaches to improve response accuracy and context understanding.
Automotive
AI IN CUSTOMER INTERACTION CENTER
Implementation of automatic LLM-supported translation for complaint management. Project setup, stakeholder management, and technical solution consulting.
Automotive
KNOWLEDGE GRAPH + LLM POC FOR IT ASSET MANAGEMENT
Implementation of a knowledge graph ontology with LLM integration via generated SPARQL queries for IT software asset management.
Software Vendor, Tax Consultancies
GENAI TEXT GENERATION FROM TABULAR ECONOMIC DATA
Design of a GenAI function generating business KPIs from tabular economic data. Architectural design participation and unit testing.
Automotive Supplier
GLOBAL PURCHASING SYSTEM
Interface development in a multi-system landscape for non-production procurement. Design of complex interface landscape for mass data synchronization.
Automotive
S/4HANA INTRODUCTION
Comprehensive S/4HANA implementation replacing legacy systems with process redesign. Solution architecture for centralized cross-system purchasing platform.
Internal
SAP MACHINE LEARNING POC
Prototype of automated field filling using a neural network within an SAP Fiori application. Development of neural network and REST interface support.
High-Tech
ORDER / SERVICE FULFILLMENT
Process harmonization in order and service fulfillment. IT responsibility for implementation and design of purchasing processes.
Credit Agency
PROCUREMENT COORDINATION
Implementation of standardized indirect procurement processes with position-based shopping cart approval and completion workflows.
Automotive
GLOBAL INDIRECT PURCHASING PLATFORM
Continuous adaptation of a global indirect purchasing platform (200k+ users) with cloud purchasing solution integration.
Automotive Supplier
VDA 9003 SUPPLIER EVALUATION
Development of a KPI-driven supplier evaluation process per VDA 9003 standard and implementation of analysis software.
Automotive
SAP LOGISTICS TEMPLATE ADAPTATION
Continuous adaptation of an SAP template for material planning, logistics, sourcing, and legacy system integration across departments.
Automotive Supplier
WORLDWIDE STANDARD LOGISTICS TEMPLATE
International standardization of production control, scheduling, procurement, and master data across multiple plants.
Tool Manufacturer
SAP SLC IMPLEMENTATION
Full SAP Supplier Lifecycle Management implementation — from workshops and requirements engineering to go-live and application management.
Automotive Supplier
SAP SRM UPGRADE
Introduction of a new global SRM system version for non-production materials with integration testing and custom enhancements.
Oil & Gas
INDIRECT PROCUREMENT ROLLOUT
Rollout of a global SAP SRM template with fit-gap sessions, business process adaptation, and training concept support.
Plant Engineering & Automotive
GLOBAL STANDARD ERP SOLUTION
Comprehensive SAP implementation across all company departments. Defined supplier management processes including onboarding, qualification, and evaluation.
GET IN TOUCH
Every New Challenge
Sparks My Creativity
Looking for AI-driven procurement automation or SAP consulting expertise? Let's discuss how I can help transform your enterprise processes.