MLOps Community
timezone
+00:00 GMT
SIGN IN
  • Home
  • Events
  • Content
  • Tools
  • Help
Sign In
Sign in or Join the community to continue

MLOps for Ad Platforms

Posted Oct 30, 2022 | Views 315
# Ad Platforms
# Advertising Optimization
# Design ML
Share
SPEAKER
Andrew Yates
Andrew Yates
Andrew Yates
CEO @ PROMOTED.AI INC

Andrew Yates formerly led ads ranking, auction, and marketplace engineering and research teams at Facebook and Pinterest. He specializes in designing billion-dollar content marketplaces that maximize long-term revenue while protecting both seller and user experiences. Andrew has published over a dozen patents in online advertising optimization.

+ Read More

Andrew Yates formerly led ads ranking, auction, and marketplace engineering and research teams at Facebook and Pinterest. He specializes in designing billion-dollar content marketplaces that maximize long-term revenue while protecting both seller and user experiences. Andrew has published over a dozen patents in online advertising optimization.

+ Read More
SUMMARY

Design ML to be components in a larger system with stable interfaces is not tracible to monitor the entire stack as a black box. You need intermediate ground-truth signals. Ads are designed in this way.

You can go from profitable to non-profitable real quick with ads. This will determine whether your company is around a year or two. You play with money and sometimes you play a lot of it so make sure that it's correct.

Landing page: https://www.promoted.ai/

+ Read More

Watch More

52:52
Posted Aug 25, 2022 | Views 495
# ML Platform
# Scaleout24
# Product Management
45:20
Posted Aug 30, 2022 | Views 846
# DoorDash
# Leverage
# Core Infrastructures