Leads enterprise-scale data platform strategy and architectures, directing event-driven pipelines that ingest telemetry from millions of smart meters.
Researches the mathematical foundations of agentic AI at University of São Paulo (USP): ontologies, knowledge graphs, and numerical methods for deep learning on big data.
Investigates architectural patterns for multi-agent coordination, neuro-symbolic integration, and dynamic policy evolution in secure autonomous systems.
Builds production MLOps and real-time streaming infrastructure on AWS, Snowflake, Kafka, and Flink, with data quality, lineage, and observability wired into CI/CD.
Publishes peer-reviewed research in the world's best journals like IEEE Access, Journal of Big Data, and Frontiers in Big Data, while mentoring engineers and co-supervising graduate researchers.
THE REST OF THE ROOM.
BUILD THE SYSTEM
THE BUSINESS
ACTUALLY NEEDS.
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