Building where physical products meet intelligent systems.
E-Commerce & Technology | AI, Digital Transformation & Retail Innovation | Digital Twin & Computer Vision
I work across digital commerce, applied AI and research — with a particular interest in product categories where identity, evidence and context matter.
Digital commerce & retail systems
Technology ventures built around real product, data and customer-experience constraints.
Work ResearchIdentity, continuity & evidence
Computer vision and digital-twin research for distinctive, long-lived physical objects.
Research CommunicatePodcast, speaking & media
Public-facing work that translates emerging technology into practical industry conversations.
Public workTwo ventures. One operating question: how can technology reduce friction around complex physical products?
Research Artifacts for an Event-Driven Digital Twin Framework for Handmade Carpets
Dataset and reproducibility materials supporting work on large-scale multi-view visual identity matching and an event-driven digital twin framework for handmade carpets.
Three channels for sharing ideas beyond product work.
Research, technology, editorial or industry collaboration.
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