Enterprise digital operations and app-first commerce, followed by one sanitized multi-location systems case. The product notes below are subprojects from that same education-network context, not separate engagements. Internal work is reconstructed, team results are attributed and every claim stops where its source stops.
Website quality and shared measurement across four L'Oréal divisions, followed by centralized marketing enablement at Eczacıbaşı.
Leading performance inside an app-first grocery business, then helping move campaign, conversion, LTV, and fraud decisions onto one attribution model.
Measurement, data, CRM, parent-experience, local-intelligence, and commerce work for a 50+ location education network.
Each turns a recurring operational question into something the team can inspect, use and improve.
A working view of chatbot intent, readiness, answer sources, fallbacks, quality gaps, and conversation patterns. The signals help calibrate answer quality and surface recurring parent questions.
Reconstructed from the live operating product with synthetic conversation data.A read-only operating view for four Ontario schools, combining 500 exact-place Maps checks with review, page, and demand context.
A sanitized reconstruction of the visibility and prioritization views.A Shopify rebuild with custom storefront, school-location, and bundle logic designed around how families browse and order.
A reconstructed commerce flow focused on the custom location and bundle logic.