

How ML Keeps Shelves Stocked at Home Depot with Pat Woowong - TWiML Talk #175
Aug 23, 2018
Principal engineer Pat Woowong from The Home Depot discusses using ML to predict shelf-out scenarios, challenges in stock availability, implementing a smart list app for stock monitoring, complexity in deploying a button on shelves, utilizing BigQuery ML, and plans for expanding ML projects across all stores.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Productionalizing ML Models and Infrastructure on Google Cloud
01:50 • 2min
Minimizing Shelf Outs at Home Depot
03:32 • 16min
Integrating Smart List App for Stock Monitoring
19:19 • 2min
Complexity in Deploying a Button on Shelves at Home Depot
21:20 • 17min
Exploring BigQuery ML and Future Plans at Home Depot
38:17 • 3min
Efficient Infrastructure Development for Future Projects
41:15 • 3min