Structure — products, interfaces and systems
An AI logistics platform for Colombia's flower export chain — from farm to airport cold room. Agentic workflows, tablet-first UX for six operational roles, and offline-tolerant flows for freezing rooms.
Where I first put LLMs into production: tool-calling UIs that make a model's actions visible and trustworthy, plus the retrieval infrastructure behind them — embeddings, a vector database and a RAG pipeline.
Enterprise scale, banking clients, and no room for "works on my machine." A UI framework used across banking applications, with accessibility as a first-class requirement.
