Enrico Goerlitz-Data & AI Engineering | Backend Software Development
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Experience
Freelance Software & Data/AI Engineer
Freiberuflicher Software & Data/AI Engineer
- Lecturer for the GenAI Track at the Master School Institute of Technology
- Development of a full-stack AI application (React + Python/FastAPI) for automated supplier product import with intelligent column and category classification (4-layer hierarchical) including human-in-the-loop validation
Software Developer
Open-Source-Software
- Development of unified-ui, an open-source AI platform for the central integration and management of AI agents from different providers (Microsoft Foundry, N8N, LangGraph, custom REST APIs) through a single chat interface, tracing visualization, role-based access control, and management of external workflows
Senior Cloud Data & AI Engineer (Consulting)
Public Cloud Group GmbH
- Lead developer and architect for the design and development of a modern AI platform on Azure (Azure AI Landing Zone), which manages Azure-native infrastructure based on a framework developed in-house, tests and deploys code artifacts such as Azure Functions, Logic Apps, and pro-code AI agents, manages databases declaratively, and provides a modern, agile structure for scaling AI use cases
- Development of embedding pipelines with semantic search, connection of different data sources, implementation of multiple embedding strategies, each with secure access management (RLS)
- Design and development of various lakehouse architectures including metadata management based on Microsoft Fabric
- Development of event-driven MCP servers for efficient integration of data sources with AI agents
Senior Data Engineer
VAMED Technical Services Deutschland GmbH (HERMED)
- Lead and execution of the cloud migration of the on-prem data warehouse to Microsoft Fabric
- Design and development of a "Central Data Delivery Platform" for transactional and analytical applications
- Design and development of RAG applications and event-driven MCP microservices
- Performance and cost optimization of an application (maximum reduction of loading time: from >13s to <1s)
Data Engineer & Data Analyst
VAMED Technical Services Deutschland GmbH
- Design of Microsoft Fabric as a data platform for the migration of the on-prem data warehouse
- Development of a central master data management and RLS management based on a low-code platform
- Development of a low-code application for project time tracking and reporting, including SAP interface
- Development of various data models, Power BI reports, and ad-hoc analyses for: finance, HR, IT, project consulting, project management, and monitoring
IT project associate in application management
Charité CFM GmbH
- Development of a QR code app; introduction and structuring of an ECM application (enaio®); workflow programming
Project associate in financial accounting & controlling
Charité CFM GmbH
- Excel VBA process automation, data preparation, reporting, and training concepts
Industry Experience
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Experienced in Healthcare, Information Technology, and Education.
Business Area Experience
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Experienced in Information Technology, Project Management, Business Intelligence, Operations, Accounting, and Finance.
Skills
Data Engineering
- Evaluation And Development Of Data Architectures And Platforms
- Data Modeling In 3nf, Data Vault 2.0, Kimball, And Medallion
- Development Of Data Warehouse/Lakehouse Systems
- Development Of Data Pipelines
- Data Analysis And Visualization
Cloud Engineering
- Evaluation And Development Of Cloud Architectures
- Development Of Devops Pipelines (Ci/Cd)
Ml & Ai Engineering
- Design And Development Of Ai Agents, Rag Architectures, And Agentic Workflows
- Prompt Engineering, Embedding Strategies, And Vector Search Optimization
- Mcp Server Development For Ai-To-Data Integration
- Feature Engineering And Ml Pipelines
Software Development
- Development Of Rest Apis
- Development Of Microservices And Backend Systems
Programming
- Python (Fastapi, Pydantic, Flask, Pyspark, Pandas, Numpy, Scikit-Learn)
- Sql, Nosql, Dbt
- Javascript And Typescript (React)
Cloud, Data, And Ai Platforms
- Azure Cloud Services, Azure Openai, Azure Ai Search
- Microsoft Fabric And Power Bi
- Microsoft Foundry
- Databricks
Other Tools
- Git & Github; Azure Devops
- N8n
- Langchain, Langgraph
- Github Copilot
- Iac (Terraform)
- Docker
- Power Apps
Languages
Education
HTW Berlin – Hochschule für Technik und Wirtschaft
B.Sc. · Business Information Systems · Berlin, Germany · 1.87
Certifications & licenses
Microsoft Certified: Azure Data Fundamentals
Microsoft Certified: Fabric Analytics Engineer Associate
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Qualifications
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Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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