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Hayden Ng is a Data Scientist at Magic Eden since February 2022, with prior experience as an Operations Strategy Associate at Deliveroo, where workforce planning and performance analysis were managed for over 10,000 drivers. Achievements include leading a significant delivery coverage expansion in Hong Kong and developing automated data collection processes using Python. Previous roles also include Operations Planning Associate at Marriott International, where support was provided for data warehouse migration from Hadoop to Snowflake, and key contributions were made in financial analysis and reporting for a portfolio of 700+ hotels. Education includes a Bachelor of Science (Hons) from The Hong Kong Polytechnic University.