Selected work
Each case study shows the same pattern: a polished public surface connected to the data models, workflows, AI pipelines, infrastructure, and internal tools underneath.
Each case study traces five layers
Structured project-management and knowledge-work prototype
Projects become staged work graphs with boards, task context, documents, authenticated flows, and diagrammatic navigation.
System layers
Security analytics prototype
Raw security activity becomes modeled sequences, anomaly scores, and analyst-facing investigation workflows.
System layers
Full-stack product system
Recipes, pantry state, USDA nutrition data, shopping, and AI-assisted recipe generation share one product model.
System layers
Cultural product system
A public chamber-music site connects to archive records, staff tools, ticketing foundations, and review-gated AI pipelines.
System layers
Language-learning product system
Vocabulary, grammar, progress, cultural-text ingestion, image generation, and review tools stay connected in one learning system.
System layers
Cultural platform and operations desk
An editorial artist site connects to a private desk, performance archive, media delivery, import tooling, and publishing scaffolding.
System layers
The useful work happens where interface, data, workflow, automation, and infrastructure have to agree.
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