20.08.2026 aktualisiert

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100 % verfügbar

AI Systems Architect & Senior Backend Engineer | MCP Server Developer

Herdwangen-Schönach, Deutschland
Herdwangen-Schönach +50 km
IHK-Abschluss: IT-Spezialist Anwendungsentwicklung (2016)
Herdwangen-Schönach, Deutschland
Herdwangen-Schönach +50 km
IHK-Abschluss: IT-Spezialist Anwendungsentwicklung (2016)

Profilanlagen

CV_Sebastian_Kaestner_XP_Scoped_en.pdf
CV_Sebastian_Kaestner_XP_Scoped_de.pdf

Skills

Künstliche IntelligenzClient-Server-ArchitekturPHP DevelopmentGenerative AIServerseitige EntwicklungBackendApi DesignArtificial Intelligence Markup Language (AIML)
MCP Server Development & Agentic AI Pipelines
Design and implementation of custom MCP (Model Context Protocol) servers for enterprise and studio clients, including production-ready REST/SSE backends. Development of multi-agent pipelines for narrative and enterprise automation use cases, leveraging frameworks such as LangChain, OpenAI API, and Anthropic Claude API.

Backend Engineering (PHP, Node.js, Python)
Over 13 years of professional backend development using PHP (Laravel, Symfony, Composer), Node.js (Express, Socket.io, npm, webpack), and Python (FastAPI, Pillow, Tesseract, Robot Framework). Design and implementation of REST API interfaces, data transformation pipelines (JSON, XML, SOAP, CSV), and scalable B2B web applications.

REST API Design & Systems Architecture
Deep expertise in REST API design and implementation, including MCP, SSE, OAuth 2.0, and WebSockets. Architecture of self-hosted LLM infrastructure, DSGVO-compliant cloud hosting, and CI/CD pipelines using Docker and GitHub Actions.

Database Architecture & Optimization
Database architecture and modeling for MySQL, MongoDB, Microsoft SQL, Apache Solr, and Qdrant (vector DB). Query optimization for large product catalogs and NoSQL environments.

Frontend Development
Frontend development using HTML, CSS (SASS/SCSS, Bootstrap, Grid/Flexbox, Materialize), JavaScript, and templating engines such as Twig, Blade, Smarty, and Mustache.

CMS & E-Commerce Platforms
Conception, development, and long-term maintenance of large-scale B2B websites using Drupal, eZ Publish / Ibexa CMS, Shopware, PrestaShop, WordPress, and Hugo. PrestaShop module development and commercial distribution including custom e-commerce extensions and payment integrations.

DevOps & Cloud Infrastructure
DevOps experience with Docker, GitHub Actions (CI/CD), Apache, SSH, FTP, Cloudflare, Railway, and Hetzner Cloud. Configuration of Cloudflare subdomains, virtual test systems, and MySQL server setup.

AI Tooling & LLM Infrastructure
Hands-on experience with Claude Code, Articy Draft X (API/MCP), TelemetryDeck, etracker, Supabase, Qdrant, NotebookLM, Perplexity, Midjourney, and Sora. Architecture of self-hosted LLM infrastructure using Ollama with 70B+ models on DSGVO-compliant German hosting.

Game Development Tools
Familiarity with game development environments including Unreal Engine, Unity, Godot, RPG Maker, Construct 3, GDevelop, and Phaser.

iOS App Development & Narrative Tooling
Technical architecture and implementation of an iOS narrative app including Articy Draft X content pipeline, TelemetryDeck analytics integration, ElevenLabs Conversational AI voice layer, and Claude-powered agentic character sheets via a three-agent architecture.

Erfahrung

Berufserfahrungmehr als 10 Jahre
Freelancer seit2024

Sprachen

DeutschMutterspracheEnglischverhandlungssicher

Projekthistorie

Founder & Managing Director

SeKa Digital Distributions
Freelance software company and personal operating entity. Founded to deliver custom software development, technical consulting, and AI-augmented workflow solutions to B2B and enterprise clients. Client engagements in backend development, API architecture, and AI/MCP infrastructure are contracted and delivered through SeKa Digital Distributions.

Co-Founder & Lead Developer / Technical Lead

Protagonists!
Co-founded Protagonists! to develop AI-augmented story experiences and narrative tooling. Responsible for the full technology stack, architecture choices, and integration of AI systems into the product. Implemented iOS narrative app with Articy Draft X content pipeline, TelemetryDeck analytics, ElevenLabs voice layer, and Claude-powered agentic character sheets. Key technical decisions included selection of LLM providers, multi-agent pipeline architecture (Analyzer, Builder, Tester), GDPR-compliant analytics stack, and deployment strategy.

Project: Protagonists Story App

Protagonists!
iOS narrative app with Articy Draft X content pipeline, TelemetryDeck analytics (node visit / choice tracking), ElevenLabs voice integration, and Claude-powered agentic character sheets via a three-agent architecture (Analyzer, Builder, Tester).

AI Systems Architect & Narrative Data Pipeline Specialist

SeKa Digital Distributions (Self-employed / Freelance)
Design and implementation of custom MCP servers for enterprise and studio clients, including production-ready REST/SSE backends deployed on Railway, Hetzner, and Cloudflare. Built mcp-db (Deutsche Bahn MCP server) and mcp-telemetry (TelemetryDeck MCP integration). Deep MCP-based CRUD pipeline for Articy Draft X narrative content. Architected self-hosted LLM infrastructure with Ollama and 70B+ models. Designed multi-agent pipelines for narrative and enterprise automation. ElevenLabs Conversational AI iOS SDK integration. CI/CD pipelines with Docker and GitHub Actions.

Project: mcp-db Deutsche Bahn MCP Server

SeKa Digital Distributions
Production MCP server exposing live DB train data (departures, connections, trip details) via SSE. Migrated backend from HAFAS to db-vendo-client; hosted at mcp-builder.de/db/mcp.

Project: mcp-telemetry TelemetryDeck MCP Integration

SeKa Digital Distributions
Open-source MCP server for GDPR-compliant analytics queries. Developed get_tql_schema tool returning query-type-specific templates to improve LLM TQL accuracy. Available at github.com/faaak2/mcp-telemetry.

Project: Articy Draft X MCP Pipeline

SeKa Digital Distributions
Full CRUD MCP integration for Articy narrative tooling: dialogue flow creation, node positioning, feature/template management, batch operations. Documented reference cards and interactive prompt builders for client teams.

Project: Commercial Client Self-hosted LLM Infrastructure

SeKa Digital Distributions
Comprehensive analysis and phased implementation roadmap for enterprise AI: Ollama with 32B+ models, DSGVO-compliant Hetzner Cloud hosting, etracker and Shopware MCP server integrations, hardware and cost projections.

Project: Schoetex AI Customer Advisor Chatbot

SeKa Digital Distributions
Developed and delivered a Python/LangChain-based AI chatbot for Schoetex, enabling automated customer consultation, product discovery, and order processing. The bot integrates with the client's product catalog and guides customers through the full advisory and purchasing workflow without human intervention.

Senior Full-Stack Developer & Technical Consultant

Various Agencies (Employed / Agencies)
Conception, development, and long-term maintenance of large-scale B2B websites and digital product catalogs using Drupal, eZ Publish / Ibexa CMS, Shopware, PrestaShop, and WordPress. Design and implementation of REST API interfaces and data transformation pipelines. PrestaShop module development and commercial distribution. Database architecture for MySQL, MongoDB, Apache Solr, and Qdrant. DevOps with Apache, MySQL, Docker, and GitHub CI/CD. UI/UX consulting, CMS training, team leadership, and certified IHK Instructor.

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