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j-amarall/README.md

Jonatas Furtado do Amaral

AI Solution Architect · IT Consultant | Public Sector

I work with public administration to understand their processes, identify where technology can help, and build solutions that fit their needs.

My work combines IT consulting and software development, with a focus on AI, RAG, document management and integrating new applications into existing government systems.

Based in Berlin, Germany · 🇩🇪 🇧🇷 🇬🇧


What I Do

  • IT Consulting & Solution Design — Working directly with customers to understand their processes, gather requirements and turn them into practical technical solutions.
  • AI & RAG — Building AI-powered search and assistants for documents, eFiles and knowledge bases, including access control and user permissions.
  • eFile & DMS Integration — Working with systems such as nScale, VIS, eGov-Suite, Acta Nova and Alfresco. Connecting applications through CMIS, REST APIs and other interfaces.
  • LLM Infrastructure — Running open-source language models on local GPUs, dedicated servers and European cloud infrastructure.
  • AI Agents & Automation — Developing assistants and workflows using LLMs, MCP and external tools.
  • Government Workflows — Analyzing administrative processes and building applications to simplify document processing, case management and repetitive tasks.
  • Infrastructure & Deployment — Working with Docker, Kubernetes and OpenShift to deploy applications on-premises and in European cloud environments.
  • Security & Accessibility — Considering data protection, authentication, IT security and accessibility from the beginning of a project.

Tech Stack

Area Technologies
Backend Python · FastAPI · PostgreSQL
LLMs Qwen · vLLM · Ollama · LiteLLM
RAG & Documents Qdrant · ChromaDB · Docling · Jina Embeddings · BGE Reranker
eFile & DMS nScale · VIS · eGov-Suite · Acta Nova · Alfresco
Integration & Workflows CMIS · REST APIs · FastMCP · Flowable · CMMN · DMN
Identity & Security Keycloak · Entra ID · OAuth2 Proxy
Infrastructure & DevOps Docker · Kubernetes · OpenShift · Linux · nginx · GitHub Actions · Hetzner · Scaleway · STACKIT
iOS Swift · SwiftUI · TestFlight

How I Work

I like being involved from the first conversation with a customer to the actual implementation.

That means understanding how people work today, asking questions, identifying problems and figuring out what kind of solution makes sense. Sometimes that's an AI application, sometimes it's a simpler automation or an integration with an existing system.

I also use AI coding tools in my daily development work, mainly Claude Code, Codex and OpenCode. They help me with implementation, debugging, testing and documentation. Architecture decisions, code reviews and security remain part of my responsibility.

I enjoy working on projects where new technology has to fit into existing systems, especially in public administration, where replacing everything is rarely an option.


Interests

Open-source AI · RAG · MCP · Digital Government · IT Security · XJustiz · Accessible Software


Contact

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  1. IMTB-SOL/.github IMTB-SOL/.github Public

  2. IMTB-SOL/public-resources IMTB-SOL/public-resources Public

    Öffentliche fachliche Ressourcen zu KI und Digitalisierung in der öffentlichen Verwaltung.

    3