Recruited to audit operational bottlenecks, architect internal BI tools, and manage the technical delivery of external development and marketing agencies. Architected internal data pipelines between Shopify REST API and external platforms. Led distributed agencies using Kanban workflows and resolved data architecture issues to improve AOV metrics.

Owned the end-to-end delivery of digital products and e-commerce operations. Built proprietary software using Python and NiceGUI. Designed and implemented the 'Vector OS' governance methodology in ClickUp. Managed scope creep, stakeholder communications, and omnichannel inventory synchronization.