04.02.2026 aktualisiert
Premiumkunde
100 % verfügbarSenior Data & AI Architect
München, Deutschland
Weltweit
Ph.D. Financial MathematicsÜber mich
Mit 14+ Jahren Erfahrung in Data Engineering, Machine Learning und GenAI bringe ich sowohl Enterprise-Know-how (Databricks, Accenture, PwC) als auch Startup-Mentalität mit. Ich verstehe nicht nur die Technik, sondern auch die Business-Seite
Skills
Unity3DKünstliche IntelligenzAutomatisierter HandelAmazon Web ServicesData AnalysisArchitekturMicrosoft AzureGoogle BigQueryCloud ComputingComplianceContinuous IntegrationKundenanalyseData GovernanceNachfrage-PrognoseFinanzmathematik
Data & Analytics Architecture
Advanced expertise in Databricks, Apache Spark, Delta Lake, Azure Synapse, BigQuery, Snowflake, and modern data platform architectures for enterprise-scale solutions
AI & Machine Learning Systems
Deep knowledge in LLM/GenAI, RAG, LangChain, LlamaIndex, MLflow, PyTorch, Hugging Face, and production ML pipeline development
Agentic Systems Development
Specialized skills in Multi-Agent Architectures, Tool-Use Agents, llama.cpp, On-Device LLMs, CrewAI, AutoGen, and LangGraph implementations
Cloud & DevOps
Comprehensive experience with Azure, AWS, GCP, Terraform, Docker, Kubernetes, CI/CD, MLOps, Unity Catalog, and Data Governance
Programming Languages
Proficient in Python, SQL, Scala, PySpark, TypeScript, React Native, REST APIs, and Git version control
Financial Technology
Specialized knowledge in risk data flows, trading/treasury products, quantitative libraries, regulatory reporting, and financial mathematics
Customer Analytics
Advanced skills in customer lifetime value prediction, demand forecasting, probabilistic modeling, and marketing automation integration
Real-time Systems
Experience with real-time streaming, market regime detection, automated trading systems, and high-frequency data processing
Advanced expertise in Databricks, Apache Spark, Delta Lake, Azure Synapse, BigQuery, Snowflake, and modern data platform architectures for enterprise-scale solutions
AI & Machine Learning Systems
Deep knowledge in LLM/GenAI, RAG, LangChain, LlamaIndex, MLflow, PyTorch, Hugging Face, and production ML pipeline development
Agentic Systems Development
Specialized skills in Multi-Agent Architectures, Tool-Use Agents, llama.cpp, On-Device LLMs, CrewAI, AutoGen, and LangGraph implementations
Cloud & DevOps
Comprehensive experience with Azure, AWS, GCP, Terraform, Docker, Kubernetes, CI/CD, MLOps, Unity Catalog, and Data Governance
Programming Languages
Proficient in Python, SQL, Scala, PySpark, TypeScript, React Native, REST APIs, and Git version control
Financial Technology
Specialized knowledge in risk data flows, trading/treasury products, quantitative libraries, regulatory reporting, and financial mathematics
Customer Analytics
Advanced skills in customer lifetime value prediction, demand forecasting, probabilistic modeling, and marketing automation integration
Real-time Systems
Experience with real-time streaming, market regime detection, automated trading systems, and high-frequency data processing
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2025
Sprachen
DeutschverhandlungssicherEnglischverhandlungssicher
Projekthistorie
First CSE in DACH region; built technical advisory and enablement practice from ground up. Managed $5M+ ARR book of business with >100% net revenue retention consistently. Designed and delivered scalable enablement programs for region's largest enterprises. Scoped POVs, success criteria, and SOWs for greenfield data platform and AI initiatives.
Owned AI/ML engagements end-to-end: scoping, solution design, team leadership, production handover. Led development teams across multiple projects; delivered AI use cases from PoC to production.
Built pricing and risk data flows for trading/treasury products; integrated quantitative libraries. Supported regulatory and risk reporting with technology architecture and data quality controls.
Zertifikate
Databricks professional Data Engineer
Databricks2023