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Luiz Tadeu Mendonça

AI Engineer — Agentic Development & GenAI Apps | AI-DLC / Loop Engineering with Claude Code & Kiro | Python · TypeScript · AWS · Terraform | 17y across SDLC & Distributed Systems

AI Engineer applying AI-native development — Claude Code, Kiro, and AI-DLC / Loop Engineering — to design, build and ship production-ready systems, anchored in 17 years of software engineering across enterprise SDLC and distributed systems. My lane is applied GenAI and agentic development, not machine learning research: I build with agentic patterns — tool-calling, RAG, memory, evaluation loops, MCP — and bring the SDLC rigor that turns AI work into production software. Python for AI, agents and backend; TypeScript for the full-stack and web layer.

São Paulo — Brazil GitHub LinkedIn

Experiência

Senior Cloud Application Architect · Amazon Web Services — Professional Services
2023-04 – Atual

Embedded in enterprise engineering teams delivering cloud-native, distributed systems end-to-end — from application code to infrastructure as code — while moving delivery into an AI-native loop with Claude Code, Kiro and AI-DLC / Loop Engineering practices.

  • Adopted AI-native development (Claude Code, Kiro, AI-DLC / Loop Engineering) to design, build and ship production-ready systems, and matured these practices for how engineering teams adopt them.
  • Built an internal knowledge platform with a bidirectional MCP server and semantic search (vector embeddings on Amazon Bedrock), enabling AI agents to both search and create knowledge.
  • Architected cloud-native distributed systems for enterprise programs in regulated industries — financial services, aerospace, energy — navigating compliance and data-sovereignty constraints.
  • Developed reusable Terraform modules, deployment patterns and internal tooling that other engineering teams build on.
  • Led engagements across LATAM, presenting architecture and delivery strategy to C-level and technical stakeholders in English, Spanish and Portuguese.
Cloud Application Architect · Amazon Web Services — Professional Services
2021-01 – 2023-03

Architected and implemented cloud-native solutions embedded within enterprise client teams, operating under legacy, compliance and data-sovereignty constraints.

  • Designed and shipped cloud-native applications end-to-end, from ideation through production.
  • Developed Terraform modules across basic and advanced infrastructure patterns for application deployments on AWS.
  • Applied software engineering practices to infrastructure as code to standardize and accelerate cloud adoption across client development teams.
  • Worked hands-on with serverless and container stacks: Lambda, ECS/EKS, API Gateway, DynamoDB, S3, SQS/SNS.
Senior DevOps Engineer · Globo.com
2020-06 – 2021-01

Owned the observability foundation for a large-scale direct-to-consumer streaming launch, spanning frontend, backend and infrastructure layers.

  • Built an end-to-end observability platform integrating AppDynamics, Grafana, Prometheus and Zabbix into a unified monitoring solution.
  • Instrumented frontend (Angular) and backend (Spring Boot) services alongside infrastructure to support a high-traffic launch.
Digital Business Integration Consultant · Accenture
2008-03 – 2020-06

Application architect for web and mobile products, designing distributed systems and integration layers across large enterprise programs.

  • Architected web and mobile products (React, Angular, Android, iOS, Flutter frontends with Node.js backends), designing the integration layers connecting apps, APIs and enterprise platforms.
  • Built and integrated large-scale distributed systems across batch and real-time processing, connecting enterprise platforms in retail, telecom and e-commerce.
  • Delivered across the full SDLC for enterprise clients, from requirements through production.

Formação

Bachelor's Degree, Information Technology / Systems Analysis · Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
2006 – 2010

Certificações

  • AWS Certified Solutions Architect – Professional · Amazon Web Services (AWS)
  • AWS Certified AI Practitioner · Amazon Web Services (AWS)
  • AWS Certified Developer – Associate · Amazon Web Services (AWS)
  • AWS Certified Solutions Architect – Associate · Amazon Web Services (AWS)
  • AWS Well-Architected Proficient · Amazon Web Services (AWS)

Habilidades

AI & Agentic
Agentic AI DevelopmentApplied Generative AILarge Language Models (LLM)AI Agents & Tool-CallingRAG (Retrieval-Augmented Generation)MCP (Model Context Protocol)Context & Prompt EngineeringAgent Evaluation (LLM-as-judge)
Languages
PythonTypeScriptJavaScriptNode.jsJava
Backend & Distributed Systems
Distributed Systems ArchitectureMicroservicesEvent-Driven ArchitectureBackend-for-Frontend (BFF)API Design
Cloud & Infra
AWS (Bedrock, Lambda, ECS, EKS, S3, DynamoDB, API Gateway)TerraformInfrastructure as CodeCloudFormation
Practices & Tooling
AI-DLC / Loop EngineeringClaude CodeKiroCI/CDAutomated TestingObservability
Languages (spoken)
Portuguese (Native)English (Advanced)Spanish (Intermediate)

Portfólio

This site — an offline-first PWA built agent-first with Claude Code.

A React/Vite PWA + Hono-on-Lambda BFF, provisioned with Terraform and shipped through an agent-driven SDLC (plan-first, gated CI, per-environment promotion). The repo is the source of truth.

ReactViteHonoAWS LambdaTerraformClaude Code
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