Description

AI/ML engineer specializing in production-grade LLM and agentic systems for enterprise clients. At SAP I design agentic workflows, RAG pipelines, and conversational AI for B2B sales — my systems handle 20,000+ daily queries in production. M.Sc. Machine Learning & Data Science, Humboldt-Universität zu Berlin. 3+ years in German and international enterprise environments. Core strength: translating complex business problems into concrete AI architectures — from scoping through deployment and evaluation. Available for remote project engagements with European clients.

Languages

English
Native or bilingual
German
Conversational

Workplace preferences

Remote only

Primarily works remotely

SAP
Data & AI Specialist
SOFTWARE PUBLISHING
August 2023 - Today (3 years)
Berlin, Germany
Architected an AI agent mapping customer business challenges → AI use cases + products, improving sales lead-matching accuracy by 25%.
Led 5-engineer team building RAG pipelines (LangChain, Python) for an internal GenAI chatbot — 20k+ daily queries, resolution rate +35%.
Designed DataHive, an agentic knowledge-retrieval service (Hugging Face + tool-using agents), cutting API response time by 40%.
Drove PoC → production delivery using SAP AI Core, multi-agent workflows, and similarity search.
Python Langchain RAG LLM SAP BTP
Ludwig Maximilian University of Munich
AI Research Scientist
RESEARCH
October 2020 - October 2022 (2 years)
Munich, Germany
Built recommendation system and resource-allocation model over 10M+ data points.
Secured $200K via the German Chancellor Fellowship for research on AI in business-process automation.
Co-authored research on human–AI collaboration; covered by CNN and international media.
Machine learning Python NLP Recommender Systems Pytorch
Trip.com Group
Senior Data Engineer
TRAVEL AND TOURISM
June 2018 - October 2020 (2 years and 4 months)
Shanghai, China
Built Python/Node.js recommendation engine for call-center task allocation — throughput +50%, latency −30%.
Automated content classification with computer vision, reducing manual review effort by 40%.
Python Node.js Recommendation systems Computer Vision SQL