I am the lead researcher in Augury , an industrial machine health monitoring system. Our machine learning engine includes a modern featurization + ensemble anomaly detection pipeline, and a set of specific fault models that give factories an up-to-date online status of their machines.



I'm currently working on:

  • Complete rebuilding of the anomaly engine from scratch
  • Automatic retrains

My interests include : Timeseries analysis, anomaly detection, recommender systems and complex networks

I was also one of the initiators of the field of climate networks

I previously worked on : El-Nino and La-Nina statistical predictions, teleconnections, double diffusion, ocean dynamics and instabilities and stochastic transport