ZINNIA LABS / PROJECTS

Projects.

Real-world deployments, research breakthroughs, and experimental pipelines.

01 / SELECTED WORK

Architecture
in practice.

SMART CITY / DIGITAL GOVERNANCE

City-wide ESB, data lake, and digital governance blueprint. Architected core systems under public-private coordination, 2020–2023.

AI / CYBERSECURITY

Fine-tuned Hugging Face Diffusers for real-time phishing mitigation. Preprint and pipeline benchmark published in 2025.

REINFORCEMENT LEARNING / FINTECH

Reinforcement Learning models applied to financial environments, including retro gym wrappers for reward signal optimization.

CLOUD / MLOPS

Benchmarked inference latency across AWS, Azure, and GCP. Released SageMaker templates and full ML system blueprints.

COGNITIVE ARCHITECTURES / MEMORY

Vector stores, semantic search, and Differentiable Latent Indexing (DLI-LLM) for secure organizational AI memory.

PUBLIC SECTOR / ARCHITECTURE

Core contributor to the Rio Grande do Norte & USTDA architecture reports. Focus on infrastructure, policy, and citizen UX.