Summary
Vivien Leong is a Senior Product Manager based in California with 11 years of experience building enterprise machine learning and data-driven products. She has led cross-functional teams to deliver production ML features—from Workday’s first mobile OCR and a trial knowledge graph for skills to ServiceNow’s unified conversational admin console and automated topic recommendations. At The Mom Project she designed a multi-dimensional talent evaluation framework combining classifiers, embeddings and LLMs, and migrated recommendation systems from collaborative filtering to content-based models with A/B experimentation. Her background spans product, strategy and analytics across startups and large enterprises, with an MBA from UC Berkeley and an MS in Biomedical Engineering from Columbia. Known for translating complex ML capabilities into usable workflows, she pairs technical fluency with pragmatic go-to-market judgment. A practical experimenter, she often drives prototype-to-production paths and cross-team data collection that unlocks new product surfaces.
11 years of coding experience
12 years of employment as a software developer
MBA Entrepreneurship/Entrepreneurial Studies Technology Software, MBA Entrepreneurship/Entrepreneurial Studies Technology Software at University of California, Berkeley, Haas School of Business
MS Biomedical Engineering, MS Biomedical Engineering at Columbia University
University of California, Los Angeles