Mr. Zhu is a software engineer and a Machine Learning researcher who enjoys solving challenging problems and building performant and robust software solutions for network transformation and optimizations. His contributions to the Cable industry include but not limited to R&D in spectrum management, profile management, proactive network maintenance, DAA, and Coherent-PON.