Applied AI Engineering
I build AI solutions that survive production. POCs, MVPs, intelligent agents, and data products — engineered with rigor, delivered ready to scale.
Services
Not just prototypes that demo well — systems built with defensive architecture, ready for the chaos of real-world data.
Rapid validation of AI concepts with production-quality foundations. No throwaway code — every prototype is built to evolve.
Autonomous systems that execute multi-step workflows with state machines, error recovery, and observability.
RAG systems, chat interfaces, and AI-powered features with proper evaluation and anti-hallucination patterns.
Structured datasets, APIs, and analytics platforms. From raw chaos to decision-ready systems.
Work
Real systems, not hypotheticals. Each project embodies defensive architecture and production-first thinking.
Intelligent automation for job search: multi-source discovery, LLM-powered matching, and resume generation with anti-hallucination validation.
Structured Brazilian agricultural data platform. ZARC climate risk, production metrics, and export data — unified, documented, queryable.
About
I'm a Data Scientist and AI Engineer based in Brazil, focused on building intelligent systems that actually work in production.
My background spans machine learning, NLP, forecasting, and data engineering — but what defines my work is a commitment to defensive architecture: systems that fail gracefully, recover automatically, and produce auditable results.
Every project at AIRA Labs follows the same principle: write code that survives, not merely functions.
Contact
Have a project that needs AI engineering with rigor? I'm available for consulting, prototyping, and long-term collaboration.