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cadugevaerd/README.md

Carlos Eduardo Gevaerd Araujo

DevOps & AI Engineering Specialist
Português

I build reliable AI systems—from grounded retrieval and agent workflows to cloud runtime, evaluation, and delivery automation.

LinkedIn GitHub Email


Focus

  • Grounded AI systems with deterministic orchestration, retrieval, and safe fallback behavior.
  • LLM evaluation and quality gates that turn AI delivery into an evidence-based engineering discipline.
  • Cloud-native AI platforms with AWS, containers, Kubernetes, infrastructure as code, and CI/CD.

Featured AI Engineering Work

A deterministic hybrid RAG lab deployed to AWS Bedrock AgentCore Runtime.

  • Retrieval: Amazon Bedrock Managed Knowledge Base with hybrid search.
  • Orchestration: deterministic LangGraph retrieval-to-answer flow; generation via OpenRouter.
  • Runtime: deployable AgentCore application with credentials kept out of the public repository.
  • Quality: committed evaluation evidence covers exact match, semantic retrieval, grounded refusal beyond the corpus, and freshness.

Bedrock Managed Knowledge Base → LangGraph → OpenRouter → Bedrock AgentCore Runtime

A system for evaluating and comparing LLM outputs.

  • Provider-agnostic evaluation through OpenRouter.
  • Batch processing and performance statistics.
  • Production-oriented delivery with FastAPI, Docker, Kubernetes, and Helm.

A community extension for GitHub Spec Kit that adds post-build quality gates to spec-driven delivery.

  • Verify: artifacts, task traceability, diffs, and project gates.
  • Review: correctness, readability, architecture, security, and performance.
  • Ship: GO / NO-GO readiness decision with checklist and rollback plan.

A public marketplace of reusable Agent Skills and specialized subagents for Claude Code, with selective installation and portable workflows for Prompt Engineering, LangSmith evaluations, debugging, review, and delivery quality.

A public plugin marketplace for Codex that packages reusable engineering skills and custom agents, including dedicated Prompt Engineering, evaluation, and independent audit roles.

Selected Platform Engineering

Zero-downtime upgrade automation for Kubernetes clusters, with validation, backup, and rollback safeguards.

A SOCKS5/HTTP proxy for restricted environments that runs Tailscale in Docker userspace mode, without requiring /dev/net/tun.

Technology Focus

Python · LangGraph · LangChain · OpenRouter · AWS Bedrock · AgentCore · LLM Evals · Docker · Kubernetes · Terraform · GitHub Actions · Tailscale

Education & Credentials

  • Postgraduate degree in DevOps Engineering & Continuous Software Engineering — PUC Minas (2024–2025)
  • Technologist degree in Computer Networks — Estácio (2018–2020)
  • AWS Certified Cloud Practitioner
  • ITIL Foundation

Let's build reliable AI systems

I am open to discussing AI engineering, cloud platforms, automation, and delivery quality.

LinkedIn · Email

Pinned Loading

  1. audio_gpt audio_gpt Public

    Chat GPT que utiliza input e outputs em áudio.

    Python

  2. chat_gpt_streamlit chat_gpt_streamlit Public

    Criação de uma réplica do Chat GPT utilizando Streamlit e integrando com a API oficial, permitindo a seleção entre todos os modelos disponíveis, incluindo o GPT-4.

    Python

  3. chat_pdf chat_pdf Public

    Python

  4. terraform_fifa2023_balance terraform_fifa2023_balance Public

    Terraform AWS ECS com Balance em 3 zonas de disponibilidade diferentes.

    HCL

  5. trancrever_audios_gpt trancrever_audios_gpt Public

    Python

  6. download_youtube download_youtube Public

    Downlaod de MP3 de link do youtube

    Python