Production data platforms, built with AI in the loop, taught to your team.
Aktualisiert am 06.05.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 06.05.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Azure Databricks
Snowflake
Airflow
MLflow
Python
Data Governance

Einsatzorte

Einsatzorte

Munich (+50km) Nuremberg (+50km) Augsburg (+50km)
Deutschland
möglich

Projekte

Projekte

1 Jahr
2025-05 - heute

Independent consulting on data platforms, MLOps, and AI-augmented engineering

Freelance Data Platform Engineer
Freelance Data Platform Engineer
  • Cloud platform consulting and MLOps infrastructure for AI applications
  • Agentic workflows with LangChain/LangGraph; AI model evaluation with Pydantic and MLflow
  • Lakehouse architecture and data quality implementation on Azure Databricks
  • dbt ETL pipeline development and Python automation
  • Azure DevOps CI/CD and Terraform IaC; SAP S/4HANA migration support
Self-employed · Munich / DACH-region clients
6 Monate
2024-11 - 2025-04

End-to-end data platform engineering

Data Engineer
Data Engineer
  • Architected end-to-end data platform (Snowflake, Python)
  • Data Vault 2.0 modelling for the analytics layer
  • Data governance processes and quality rules across ingestion and integration pipelines
  • Microsoft Fabric Data Warehouse prototype for finance and controlling
  • Fabric Retrieval System with REST API, change tracking, and alerting
Trevisto AG · Nuremberg / mid-sized technology company
2 Jahre 5 Monate
2022-06 - 2024-10

Data platform and BI engineering across marketing analytics, lakehouse architecture, and ML deployment

Data Engineer
Data Engineer
  • Delta Lake lakehouse (Azure Databricks) for 23M+ records ? medallion architecture with PySpark quality checks
  • Bayesian ML model (PyMC3) on Azure ML Studio with full CI/CD; 8% deviation from actual ROAS in A/B tests
  • FastAPI REST API; Power BI semantic models and DAX for marketing performance reporting
  • GenAI NLP tools: sentiment analysis (Hugging Face) and text summarisation (BART)
  • Monthly Python training sessions for 8 team members
DeutschlandCard & Territory (Bertelsmann) · Munich
4 Monate
2022-03 - 2022-06

Python-based tools for data analysis and automation

Sales Data Analyst Intern
Sales Data Analyst Intern
  • Python-based tools for data analysis and automation
  • Lead generation via automated and manual web scraping
  • CRM (HubSpot) workflow and tracking dashboard setup
Tradelink GmbH (TL Digital Solutions) · Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

2020 ? incomplete

Bachelor of Science in Computer Science (incomplete)

Oregon State University


2008 ? 2012

Bachelor of Science in Natural Sciences

Texas A&M University


CERTIFICATIONS

  • dlt ELT Advanced Specialist, dltHub
  • dlt ELT Specialist, dltHub
  • Master of ELT Best Practices, dltHub
  • Data Vault 2.0, Data Vault Institute
  • Hands-On Essentials: Data Warehousing, Snowflake
  • dbt Fundamentals, dbt Labs
  • Databricks Lakehouse Fundamentals, Databricks
  • Linux Administration, CompTIA
  • Python Certification, Python Institute

Kompetenzen

Kompetenzen

Top-Skills

Azure Databricks Snowflake Airflow MLflow Python Data Governance

Produkte / Standards / Erfahrungen / Methoden

PROFILE

Data platform engineer with 3+ years of production data engineering, 10+ years of full-stack software development, and 5 years teaching in four countries. Specialises in lakehouses, ETL/ELT pipelines, and AI-augmented engineering for mid-market companies in the DACH region. Every engagement includes documentation and team handover.


SKILLS

Data Platforms

  • Azure Databricks
  • Snowflake
  • Delta Lake
  • Microsoft Fabric
  • Azure Cloud


Data Engineering

  • Apache Airflow
  • Azure ADF
  • dbt
  • dlt
  • PySpark
  • ETL/ELT
  • Data Vault 2.0


AI & ML

  • RAG
  • LangChain
  • LangGraph
  • LlamaIndex
  • MLflow
  • PyMC3
  • Hugging Face
  • Scikit-learn


Compliance & Governance

  • GDPR
  • Data Governance
  • Audit Trails
  • Data Quality

Programmiersprachen

Python
SQL
TypeScript
Java
FastAPI
Node.js

Einsatzorte

Einsatzorte

Munich (+50km) Nuremberg (+50km) Augsburg (+50km)
Deutschland
möglich

Projekte

Projekte

1 Jahr
2025-05 - heute

Independent consulting on data platforms, MLOps, and AI-augmented engineering

Freelance Data Platform Engineer
Freelance Data Platform Engineer
  • Cloud platform consulting and MLOps infrastructure for AI applications
  • Agentic workflows with LangChain/LangGraph; AI model evaluation with Pydantic and MLflow
  • Lakehouse architecture and data quality implementation on Azure Databricks
  • dbt ETL pipeline development and Python automation
  • Azure DevOps CI/CD and Terraform IaC; SAP S/4HANA migration support
Self-employed · Munich / DACH-region clients
6 Monate
2024-11 - 2025-04

End-to-end data platform engineering

Data Engineer
Data Engineer
  • Architected end-to-end data platform (Snowflake, Python)
  • Data Vault 2.0 modelling for the analytics layer
  • Data governance processes and quality rules across ingestion and integration pipelines
  • Microsoft Fabric Data Warehouse prototype for finance and controlling
  • Fabric Retrieval System with REST API, change tracking, and alerting
Trevisto AG · Nuremberg / mid-sized technology company
2 Jahre 5 Monate
2022-06 - 2024-10

Data platform and BI engineering across marketing analytics, lakehouse architecture, and ML deployment

Data Engineer
Data Engineer
  • Delta Lake lakehouse (Azure Databricks) for 23M+ records ? medallion architecture with PySpark quality checks
  • Bayesian ML model (PyMC3) on Azure ML Studio with full CI/CD; 8% deviation from actual ROAS in A/B tests
  • FastAPI REST API; Power BI semantic models and DAX for marketing performance reporting
  • GenAI NLP tools: sentiment analysis (Hugging Face) and text summarisation (BART)
  • Monthly Python training sessions for 8 team members
DeutschlandCard & Territory (Bertelsmann) · Munich
4 Monate
2022-03 - 2022-06

Python-based tools for data analysis and automation

Sales Data Analyst Intern
Sales Data Analyst Intern
  • Python-based tools for data analysis and automation
  • Lead generation via automated and manual web scraping
  • CRM (HubSpot) workflow and tracking dashboard setup
Tradelink GmbH (TL Digital Solutions) · Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

2020 ? incomplete

Bachelor of Science in Computer Science (incomplete)

Oregon State University


2008 ? 2012

Bachelor of Science in Natural Sciences

Texas A&M University


CERTIFICATIONS

  • dlt ELT Advanced Specialist, dltHub
  • dlt ELT Specialist, dltHub
  • Master of ELT Best Practices, dltHub
  • Data Vault 2.0, Data Vault Institute
  • Hands-On Essentials: Data Warehousing, Snowflake
  • dbt Fundamentals, dbt Labs
  • Databricks Lakehouse Fundamentals, Databricks
  • Linux Administration, CompTIA
  • Python Certification, Python Institute

Kompetenzen

Kompetenzen

Top-Skills

Azure Databricks Snowflake Airflow MLflow Python Data Governance

Produkte / Standards / Erfahrungen / Methoden

PROFILE

Data platform engineer with 3+ years of production data engineering, 10+ years of full-stack software development, and 5 years teaching in four countries. Specialises in lakehouses, ETL/ELT pipelines, and AI-augmented engineering for mid-market companies in the DACH region. Every engagement includes documentation and team handover.


SKILLS

Data Platforms

  • Azure Databricks
  • Snowflake
  • Delta Lake
  • Microsoft Fabric
  • Azure Cloud


Data Engineering

  • Apache Airflow
  • Azure ADF
  • dbt
  • dlt
  • PySpark
  • ETL/ELT
  • Data Vault 2.0


AI & ML

  • RAG
  • LangChain
  • LangGraph
  • LlamaIndex
  • MLflow
  • PyMC3
  • Hugging Face
  • Scikit-learn


Compliance & Governance

  • GDPR
  • Data Governance
  • Audit Trails
  • Data Quality

Programmiersprachen

Python
SQL
TypeScript
Java
FastAPI
Node.js

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