Case Studies
Five representative projects where the work focused on practical systems: product architecture, explainable recommenders, risk scoring, digital commerce migration and expert-led GTM execution.
Translated a broad DAO / GovTech concept into market framing, product architecture, competitor logic, monetization options and a 2025-2027 roadmap.
A short associative quiz turns perception into a sensory profile and returns a compact, explainable set of wine recommendations.
Helped move a car-sharing platform from reactive incident reviews to earlier, interpretable risk signals.
Part of a cross-functional program to migrate offline grocery behaviour into a digital commerce model during COVID restrictions.
An expert network, CRM/DMS operating model and predictive GTM layer helped scale a complex voltage-normalization technology.
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