From industry systems and legacy environments to AI products. The context, architecture, and adoption matter as much as the interface.
A self-hosted property operations ERP connecting QR-accessible equipment, tasks, three role-specific workflows, Telegram Mini App access, and real-time communication.
A central operations and reporting system for a directorate and 100+ institutions. Ownership ranged from data modeling and security to user training and production operations.
An AI platform for creating sellable digital products, built around reproducible state, iterative generation, mockup pipelines, and engineering guardrails.
Translated an evolving psychometric methodology into a stable product with deterministic scoring, peer feedback, normalization, and visual PDF reports.
Two connected applications for inspectors and clients, automated PDF reports, measurement-device imports, and a migration of approximately 70,000 documents.
