PinnedSridhar NatarajanReal time ML inference routing using an API GatewayToday several companies like Google and Uber have built consumer-facing real-time recommender systems by simultaneously serving several…Oct 15, 2022Oct 15, 2022
PinnedSridhar NatarajanServing real-time machine learning predictionsReal-time machine learning prediction use cases include real-time recommendation models, surge price prediction algorithms used in concert…Sep 3, 2022Sep 3, 2022
PinnedSridhar NatarajanModel DriftIn this blog I bring out ideas around concept drift and how it manifests in a real world production setting for a regression model.Sep 23, 2021Sep 23, 2021
Sridhar NatarajanML Experiments beyond MLFlowIn this blog, I explain ideas to extend MLFlow enabling enhanced tracking of machine learning experiments along with its applications in…Sep 8, 2021Sep 8, 2021