Introduction

Garav chara vorti is senior manager at discord, where he leads the team responsible for machine learning systems in the areas of search and notification. Prior to discord, garav was a man ager at gogal where he led the teamresponsible for personalized podcast recommendations. We have several new reports out, the 20 22 trends in data, machine learning and a i report, as well as the results of the anarchy industry survey and the data engineering survey. I hope you enjoyed the episode.