Kirk Paul Lafler is a consultant, developer, programmer, educator, and data scientist; and teaches SAS Programming and Data Management in the Statistics Department at San Diego State University. Kirk also provides project-based consulting and programming services to client organizations in a variety of industries including healthcare, life sciences, and business; and teaches “virtual” and “live” SAS, SQL, Python, Database Management Systems (DBMS) technologies (e.g., Oracle, SQL-Server, Teradata, MySQL, MongoDB, PostgreSQL, AWS), Excel, R, cloud-based technologies as well as other software and tools. Currently, Kirk serves as the Western Users of SAS Software (WUSS) Executive Committee (EC) Open-Source Advocate and Coordinator and is actively involved with several proprietary and open-source software, DBMS, machine learning, cloud-computing user groups and conference committees. Kirk is the author of several books including the popular PROC SQL: Beyond the Basics Using SAS, Third Edition (SAS Press. 2019), along with other technical books and publications. He is also an Invited speaker, educator, keynote, and leader; and is the recipient of 28 “Best” contributed paper, hands-on workshop (HOW), and poster awards.