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Crystal D. possesses extensive experience in data engineering and architecture, currently serving as the Head of Data Engineering at Rich Data Co since July 2022, focusing on implementing data-driven platforms and innovative solutions. Prior to this role, Crystal was a Senior Manager at Macquarie Group, leading AWS-based cloud data engineering, migrations, and streaming data platforms. Experience also includes leadership roles as a Lead Cloud Data Engineer at Woolworths Group, specializing in Google Cloud, and a Database Specialist/Architect at Equifax Australia. Crystal began the career at Veda and CHINA UNIONPAY DATA SERVICES, gaining a strong foundation in database administration and management. Education includes a Master’s degree in Information Science with a focus on databases from UNSW.