吴冉波 is an experienced MLsys SRE with 11 years building distributed data and routing systems, currently based in Singapore at ByteDance. He has end-to-end experience from startup product engineering—shipping a WinCE car navigation product and founding travel planner fishtrip.cn—to operating large-scale ClickHouse/ByteHouse clusters and ML systems. His background spans algorithm research (highway-hierarchies), backend tooling and automation (Python, Ruby on Rails, Neo4j), and building ELK/Cloudera-like platforms for log analysis and cluster management. Equally comfortable prototyping web UIs and production SRE work, he combines practical startup grit with production-grade reliability practices. A detail many overlook: he repeatedly moves between product-facing engineering and deep operational roles, giving him a rare perspective on both building new features and running them at scale.
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