Crystal Lee is a seasoned data professional with extensive experience in various analytical roles. Currently serving as the Director, Data Practitioner at A-Mark Precious Metals, Inc. since June 2025, Crystal has held significant positions such as Consulting Manager and Analytics Product Manager at Armanino from May 2016 to the present. Prior experience includes a role as a Technical Data Analyst at Thrive Market and a Business Intelligence Analyst at Raiseline Ventures LLC, where the focus was on driving impactful business intelligence projects. Crystal holds a Bachelor of Business Administration with a minor in Consumer Behavior from the University of Southern California - Marshall School of Business, completed in 2013.
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