Joyce Kay Avila has more than 25 years as a business and technology leader. She has bachelor's and master's degrees in the fields of computer science and accounting business administration, and completed her PhD coursework in accounting information systems. Joyce holds 19 Salesforce certifications and accreditations, and is Tableau certified. She is a Salesforce All Star Ranger and a Salesforce Einstein Champion alumni. She is also certified in Snowflake and is a Snowflake Data Superhero. For the Salesforce and Snowflake communities, Joyce produces a running series of how-to-videos on her YouTube channel. She is also the author of the O'Reilly book, Snowflake: The Definitive Guide.