# Florian Zeba

> Data & AI Architect focused on enterprise AI applications, data engineering, Microsoft Fabric, software architecture, cloud platforms, and practical technical writing.

## Summary

Florian Zeba is the personal site and technical publication hub of Florian Zeba, a Data & AI Architect. The site contains practical writing and project notes about data engineering, enterprise AI, Microsoft Fabric, cloud architecture, machine learning, backend systems, automation, and software architecture.

## Primary Pages

- [Home](https://www.fzeba.com/): Author profile, focus areas, recent writing, and navigation.
- [Posts](https://www.fzeba.com/posts/): Full technical article archive.
- [Projects](https://www.fzeba.com/projects/): Project and case-study archive.
- [Search](https://www.fzeba.com/search/): Client-side search across published posts.
- [RSS Feed](https://www.fzeba.com/feed.xml): Atom feed for recent posts.
- [Sitemap](https://www.fzeba.com/sitemap.xml): XML sitemap for crawlers.
- [Machine-readable content index](https://www.fzeba.com/ai.json): JSON index of posts and projects.

## Author

- Name: Florian Zeba
- Role: Data & AI Architect
- Email: hello@fzeba.com

- GitHub: https://github.com/flnzba

- LinkedIn: https://www.linkedin.com/in/florian-zeba/


## Core Topics


- Data engineering

- Artificial intelligence

- Enterprise software architecture

- Microsoft Fabric

- Cloud architecture

- Machine learning

- Backend development

- Automation


## Recent Technical Writing


- [The Dataspace Protocol: Bridging the Gap Between Data Sharing & Sovereignty](https://www.fzeba.com/posts/eclipse-dataspace-protocol/): How modern enterprises can share data while maintaining control and compliance Topics: post, eclipse, dataspace, sovereignty.

- [Your AI Development Team in a Box - Container for AI Coding Assistants](https://www.fzeba.com/posts/how-to-build-your-agentic-dev-container/): How I built a unified AI development environment in a Docker container, accessible from anywhere. Topics: post, docker, ai agents, hetzner.

- [Implementing a SubAgent Orchestration System in my Dev Container](https://www.fzeba.com/posts/subagents-for-dev-container/): How I built a multi-agent orchestration system using bash to coordinate specialized AI agents. Topics: post, docker, ai agents, hetzner.

- [Cloud-Based Agentic Dev Container: Claude Code, Codex, and OpenCode in One](https://www.fzeba.com/posts/cloud-based-agentic-dev-container/): A comprehensive guide to building a cloud-based AI development environment using Docker, Hetzner Cloud. Topics: post, docker, ai agents, hetzner.

- [Schema Consistency + Evolution in Microsoft Fabric (Medallion Architecture)](https://www.fzeba.com/posts/schema-evolution-and-model-consistency/): How to maintain schema consistency and evolution in Microsoft Fabric. Topics: post, microsoft fabric, schema evolution, data engineering.

- [Architectural Considerations for OpenShift On-Prem vs. Microsoft Fabric](https://www.fzeba.com/posts/microsoft-fabric-vs-openshif-on-premise/): A deep dive into the architectural differences between OpenShift Fabric. Topics: post, microsoft fabric, openshift.

- [Microsoft Fabric Shortcuts - Technical Guide for Architects and Engineers](https://www.fzeba.com/posts/microsoft-fabric-shortcuts/): Fabric Shortcuts architecture, cross-capacity access, medallion patterns, authentication models. Topics: post, microsoft fabric, data architecture.

- [Practical CI/CD with Terraform, Fabric CLI and fabric-cicd](https://www.fzeba.com/posts/terraform-fabric/): Terraform is a powerful tool for infrastructure as code, enabling you to define and manage your Microsoft Fabric resources programmatically. Topics: post, terraform, cli, microsoft-fabric.

- [Data Lake and Microsoft Fabric - An example with US Crime Stats](https://www.fzeba.com/posts/us-crime-stats-in-ms-fabric/): Delta Lake is the foundational storage layer in Microsoft Fabric, enabling reliable, ACID-compliant data lakes that serve as a single source of truth for analytics. Topics: post, delta-lake, lakehouse, microsoft-fabric.

- [Delta Lake Usage in Microsoft Fabric: The Foundation of a Reliable Lakehouse](https://www.fzeba.com/posts/delta-lake-usage/): A deep dive into Delta Lake and its role in Microsoft Fabric for building reliable lakehouses Topics: post, delta-lake, lakehouse, microsoft-fabric.

- [A Comprehensive Guide to Data Vault 2.0: The Agile Data Warehouse](https://www.fzeba.com/posts/data-vault-schema-method/): A deep dive into Data Vault 2.0 methodology for building agile data warehouses Topics: post, data-vault, data-warehouse, microsoft-fabric.

- [Fixing the OpenPanel Signup Issue on Dokploy](https://www.fzeba.com/posts/dokploy-openpanel-errors/): Explaining the interaction between HTTPS, Traefik, and environment variables in fixing the OpenPanel signup issue on Dokploy. Topics: post, dokploy, openpanel, traefik.

- [Set up Dokploy on Hetzner in your Cloud](https://www.fzeba.com/posts/dokploy-hetzner-setup/): Set up a Dokploy server on Hetzner and run services like n8n in your own Cloud Topics: post, dokploy, cloud, n8n.

- [Understanding Backpropagation in Deep Learning Networks](https://www.fzeba.com/posts/understanding-backpropagation/): Explaining Backpropagation algorithm, its significance in training neural networks, and how it optimizes weights. Topics: post, deep learning, neural networks, machine learning.

- [JWT, SAML, and OAuth: Understanding Key Web Auth Methods](https://www.fzeba.com/posts/auth-methods/): JWT, SAML, and OAuth are three key web auth methods. This article explains their differences, use cases, and how they work with practical examples. Topics: post, web security, authentication, authorization.

- [Jakarta EE vs. Spring Boot - What you need to know](https://www.fzeba.com/posts/jakarta-vs-spring/): Jakarta EE and Spring Boot, exploring their fundamental differences, strengths, and weaknesses to help you choose the right framework. Topics: post, jakarta, spring, spring-boot, java.

- [Running a Docker Container in a Docker Container (DinD)](https://www.fzeba.com/posts/docker-in-docker/): Running Docker inside Docker (DinD) for CI/CD, testing, and development environments. Topics: post, docker, container, devops, dind.

- [Connecting Alteryx to Snowflake: A Comprehensive Guide](https://www.fzeba.com/posts/alteryx-snowflake-connection/): Integrating Alteryx with Snowflake for advanced data analytics Topics: post, alteryx, snowflake, data analytics.

- [Python & Alteryx Integration: Unlocking Advanced Analytics](https://www.fzeba.com/posts/python-alteryx-integration/): Integrating Python with Alteryx for advanced data analytics Topics: post, python, alteryx, data analytics.

- [50 Advanced SQL Queries Every Developer Should Know](https://www.fzeba.com/posts/advanced-50-sql-queries/): Master SQL with these 50 advanced queries covering window functions, CTEs, pivoting, performance optimization... Topics: post, sql.


## Projects


- [HR Dataflows Optimization with Alteryx](https://www.fzeba.com/projects/hr-dataflows-alteryx/): Restructuring and optimization of existing Alteryx workflows for HR data processing. Topics: project, alteryx, data analytics, power bi.

- [EU Subsidies Platform Development](https://www.fzeba.com/projects/eu-subsidies-platform/): Development of centralized EU funding platform integrating multiple funding sources with AI-powered search capabilities. Topics: project, ai, api integration, azure.

- [Retrospective Price Analysis of an Automotive Parts Manufacturer](https://www.fzeba.com/projects/restrospective-price-analysis/): Strategic analysis of price adjustments and CPI impacts for an automotive company. Topics: project, data analysis, automotive, financial analysis, price strategy.

- [Database Management and Optimization for a Logistics Management Company](https://www.fzeba.com/projects/logistics-management-database/): Improvement of database management system for a transportation company operating in the DACH region. Topics: project, database management, logistics, optimization.

- [Data Protection Consultation for an Opinion Polling Company](https://www.fzeba.com/projects/data-protection-consultation/): Provided a comprehensive data protection consultation focusing on GDPR compliance for an opinion polling company. Topics: project, data protection, gdpr, consultation.


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