Used Amplitude data to analyse seasonal performance peaks such as Valentine’s Day and translated user-behaviour patterns into content forecasts. Mapped demand–supply gaps and defined category ratios that guided weekly production plans. The forecasting model helped markets prepare for spikes and improved the match between user expectations and available content.
Developed playbooks consolidating cultural insights, design principles and copy guidelines into a single operational source of truth; first implemented for Germany and later adopted by markets like Brazil, Japan and India. Introduced a new SEO-driven content workflow for the UK, enabling cross-functional alignment between design, copy and product.
Selected visuals are abstracted and illustrative. No confidential data, metrics, or proprietary systems are disclosed.
Content Strategy, Design Operations, Data-Informed Planning, System Mapping, Playbook Development, Workflow Design, Cross-Functional Collaboration