[P] InferenceDB - Makes it easy to store predictions of real-time ML models in S3

Hey r/MachineLearning! Just wanted to share a cool utility we've built.

If you ever had real-time models running in production, and you tried to store their predictions in a Parquet file for future investigation - you know it's not such a trivial task as you'd expect. Especially if you have large amounts of inferences.

InferenceDB makes it super easy to store all your features and predictions in a Parquet file on S3. Check it out, and star the project if …

easy machinelearning ml ml models predictions real-time s3 time