Intelligence Beyond the Prompt
Architecting modular frameworks designed for complex reasoning, multi-step tool invocation, and persistent memory. Bridging the gap between raw LLMs and deterministic business logic.
I'm André Castro — an engineering leader based in Rio de Janeiro, building AI frameworks, multi-agent systems, and the cloud-native infrastructure that makes them reliable at scale.
Lifecycle for Agent Reasoning & Interaction
A robust framework for building and operating AI agents as reliable application components. Extends Microsoft.Extensions.AI with governed tools, RAG, identity, and observability.
* First open-source functional version scheduled for August 31, 2026.

.NET / React / AI Platform
Architecting modular frameworks designed for complex reasoning, multi-step tool invocation, and persistent memory. Bridging the gap between raw LLMs and deterministic business logic.
Expertise in event-driven microservices, low-latency financial data processing, and high-throughput architectures using technologies like ClickHouse and materialized views.
Deep focus on Kubernetes orchestration, GitOps workflows, and automated scaling patterns (KEDA/Karpenter) to create high-performance platforms that engineers actually enjoy using.
Implementing agentic workflows to automate systemic engineering challenges — from autonomous code reviews and unit test generation to AI-assisted incident investigation and observability.
Leading engineering strategy and AI adoption across the organization. Focused on platform modernization, FinOps efficiency, and scaling multi-agent architectures for global financial services.
Conceived and spearheaded the development of Nina.AI, a high-scale multi-agent framework featuring intent routing, MCP integration, RAG, and automated engineering workflows.
Architected a next-generation fund administration platform. Implemented GitOps-driven CI/CD pipelines and established cloud-native infrastructure standards across engineering teams.
Built and delivered the core platform for Real Estate Investment Trusts. Defined microservices framework standards and improved developer experience through automated platform tooling.
Co-founded a restaurant tech startup. Architected a native Android platform with real-time server-side synchronization for kitchen management and guest ordering systems.
Started as an intern and progressed to Full-Stack Developer. Built real-time enterprise dashboards, mobile applications, and high-throughput APIs for complex retail operations.
Agents, platform architecture patterns, and the occasional side quest.
"Great AI systems aren't demos — they're infrastructure. Boring on the surface, magical underneath."
Interested in LLM orchestration, high-availability architectures, or strategic partnerships. If you're leading complex technical initiatives or seeking specialized AI advisory, feel free to reach out.
André specializes in AI platforms, multi-agent systems, cloud-native architecture, and distributed systems for high-scale environments.
Yes. The contact section is open for partnerships, strategic advisory, and leadership conversations about complex technical initiatives.
André is based in Rio de Janeiro, Brazil, and collaborates on global engineering initiatives.