AI & ML Engineer ? LLM Agents, RAG, Enterprise AI Systems
Aktualisiert am 27.07.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 27.07.2026
Verfügbar zu: 100%
davon vor Ort: 0%
Python
Machine Learning
Künstliche Intelligenz
RAG
Docker
Azure
SAP BTP
TypeScript
React
Databricks
Deep Learning
Kubernetes
GitHub
Scrum
English
fluent
German
intermediate (B1)

Einsatzorte

Einsatzorte

Berlin (+50km)
möglich

Projekte

Projekte

3 years
2023-08 - now

AI Agent & RAG Platform for Enterprise Sales

Data & AI Specialist Machine Learning Azure Scrum ...
Data & AI Specialist
  • Architected an AI agent mapping customer business challenges ? AI use cases + products, improving sales lead-matchingaccuracy 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 by40%.
  • Drove PoC ? production delivery using SAP AI Core, multi-agent workfl ows, and similarity search.
Machine Learning Azure Scrum Python
SAP SE
Berlin / Remote
2 years 1 month
2020-10 - 2022-10

AI Research on Recommendation Systems and Business Process Automation

AI Research Scientist Machine Learning Deep Learning Python
AI Research Scientist
  • 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 Deep Learning Python
Ludwig Maximilian University of Munich
2 years 5 months
2018-06 - 2020-10

Recommendation Engine and Content Classification Platform

Senior Data Engineer Python Machine Learning Scrum
Senior Data Engineer
  • Built Python/Node.js recommendation engine for call-center task allocation ? throughput +50%, latency ?30%.
  • Automated content classifi cation with computer vision, reducing manual review eff ort by 40%.
Python Machine Learning Scrum
Trip.com Group
Shanghai (China)

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years
2022-01 - 2024-12

Studie - Machine Learning & Data Science

Master of Science, Humboldt-Universitat zu Berlin
Master of Science
Humboldt-Universitat zu Berlin
  • Machine Learning, Deep Learning, NLP, Recommendation Systems. 
  • Thesis: on request

Position

Position

AI & ML Engineer · LLM Agents & RAG · Enterprise AI Systems

Kompetenzen

Kompetenzen

Top-Skills

Python Machine Learning Künstliche Intelligenz RAG Docker Azure SAP BTP TypeScript React Databricks Deep Learning Kubernetes GitHub Scrum

Schwerpunkte

Translating complex, ambiguous business challenges into concrete AI architectures?from defining the project scope to implementation and evaluation. Available for remote projects with clients in Germany and Europe.

Produkte / Standards / Erfahrungen / Methoden

PROFILE
AI/ML specialist focused on production-grade LLM andagent-based systems for enterprise clients. At SAP I designagentic workfl ows that map business challenges to AI usecases ? recommendation engines, RAG pipelines, andconversational AI for B2B sales. My systems handle 20,000+ daily queries in production.

SKILLS & TECHNOLOGIES
  • LLM Agents
  • RAG
  • Python
  • SAP BTP
  • Large Language Models
  • LangChain / LangGraph
  • Recommendation Systems
  • NLP
  • Time Series Forecasting
  • TypeScript
  • FastAPI / Flask
  • Next. js/ React
  • PyTorch
  • Vector Databases
  • Azure
  • Docker
  • MLfl ow
  • Databricks
  • AI Strategy

Einsatzorte

Einsatzorte

Berlin (+50km)
möglich

Projekte

Projekte

3 years
2023-08 - now

AI Agent & RAG Platform for Enterprise Sales

Data & AI Specialist Machine Learning Azure Scrum ...
Data & AI Specialist
  • Architected an AI agent mapping customer business challenges ? AI use cases + products, improving sales lead-matchingaccuracy 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 by40%.
  • Drove PoC ? production delivery using SAP AI Core, multi-agent workfl ows, and similarity search.
Machine Learning Azure Scrum Python
SAP SE
Berlin / Remote
2 years 1 month
2020-10 - 2022-10

AI Research on Recommendation Systems and Business Process Automation

AI Research Scientist Machine Learning Deep Learning Python
AI Research Scientist
  • 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 Deep Learning Python
Ludwig Maximilian University of Munich
2 years 5 months
2018-06 - 2020-10

Recommendation Engine and Content Classification Platform

Senior Data Engineer Python Machine Learning Scrum
Senior Data Engineer
  • Built Python/Node.js recommendation engine for call-center task allocation ? throughput +50%, latency ?30%.
  • Automated content classifi cation with computer vision, reducing manual review eff ort by 40%.
Python Machine Learning Scrum
Trip.com Group
Shanghai (China)

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years
2022-01 - 2024-12

Studie - Machine Learning & Data Science

Master of Science, Humboldt-Universitat zu Berlin
Master of Science
Humboldt-Universitat zu Berlin
  • Machine Learning, Deep Learning, NLP, Recommendation Systems. 
  • Thesis: on request

Position

Position

AI & ML Engineer · LLM Agents & RAG · Enterprise AI Systems

Kompetenzen

Kompetenzen

Top-Skills

Python Machine Learning Künstliche Intelligenz RAG Docker Azure SAP BTP TypeScript React Databricks Deep Learning Kubernetes GitHub Scrum

Schwerpunkte

Translating complex, ambiguous business challenges into concrete AI architectures?from defining the project scope to implementation and evaluation. Available for remote projects with clients in Germany and Europe.

Produkte / Standards / Erfahrungen / Methoden

PROFILE
AI/ML specialist focused on production-grade LLM andagent-based systems for enterprise clients. At SAP I designagentic workfl ows that map business challenges to AI usecases ? recommendation engines, RAG pipelines, andconversational AI for B2B sales. My systems handle 20,000+ daily queries in production.

SKILLS & TECHNOLOGIES
  • LLM Agents
  • RAG
  • Python
  • SAP BTP
  • Large Language Models
  • LangChain / LangGraph
  • Recommendation Systems
  • NLP
  • Time Series Forecasting
  • TypeScript
  • FastAPI / Flask
  • Next. js/ React
  • PyTorch
  • Vector Databases
  • Azure
  • Docker
  • MLfl ow
  • Databricks
  • AI Strategy

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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