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Builds and scales the high-throughput ad serving system that handles billions of daily auctions and runs bidding strategies in milliseconds. Work covers data-driven features, performance and cost optimization, observability, and on-call incident response, requiring 3+ years with compiled languages, large-scale distributed systems, and Linux.