City-wide ESB, data lake, and digital governance blueprint. Architected core systems under public-private coordination, 2020–2023.
Fine-tuned Hugging Face Diffusers for real-time phishing mitigation. Preprint and pipeline benchmark published in 2025.
Reinforcement Learning models applied to financial environments, including retro gym wrappers for reward signal optimization.
Benchmarked inference latency across AWS, Azure, and GCP. Released SageMaker templates and full ML system blueprints.
Vector stores, semantic search, and Differentiable Latent Indexing (DLI-LLM) for secure organizational AI memory.
Core contributor to the Rio Grande do Norte & USTDA architecture reports. Focus on infrastructure, policy, and citizen UX.