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.
Experiência
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.
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.
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.
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
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
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.