Andrei Stroe

Background

About Andrei Stroe

Data/Analytics Engineer with ~4 years of experience designing scalable data systems, automating workflows, and enabling data-driven decisions across complex environments — particularly in high-volume, high-stakes industries like online gaming. At ARRISE, I led the overhaul of our Redshift data warehouse, improving performance, structure, and reporting flexibility. This significantly reduced dashboard load times and enhanced system scalability and reliability — critical for real-time operational insights. I worked closely with our mathematicians to develop fraud detection logic and analyze player behavior, identifying patterns like statistical anomalies, advantage play, and card manipulation. Together, we built custom algorithms and real-time indicators that flagged suspicious activity, helping mitigate risk and protect house edge integrity. In parallel, I designed and maintained strategic KPI dashboards for upper management — tracking player LTV, promotion ROI, win/loss trends, and table-level performance — enabling faster, better-informed business decisions across departments. I thrive at the intersection of data architecture, operational intelligence, and strategic reporting, building systems that make complex data clear, actionable, and impactful.