Smart Social Response (SSR), a new system we’re building at Hootsuite, automatically suggests the most relevant template response to users, allowing organizations to respond to customers’ common requests efficiently, and consistently. The feature is powered by machine learning models, which ingest user defined template responses as label classes, train on past conversations, and output response suggestions for new messages. During this project, we got to do a lot of experimentation with threshol...