Ownership of an end-to-end product domain: set strategy and roadmap, prioritize ruthlessly, coordinate cross-functional delivery (Engineering, UX, Product Marketing), engage customers, drive go-to-market, coach other PMs, and ensure quality and timely execution.

Design, build, and maintain high-scale distributed backend services and data pipelines for asset discovery, recognition, and enrichment. Integrate AI/ML into workflows, solve concurrency and fault-tolerance problems, participate in architecture and code reviews, mentor engineers, and use AI-assisted development tools in daily engineering practice.