I am pursuing my graduate studies at McMaster University with a focus on predictive maintenance. My goal is to define health index for data centers in a way that operators of such facilities can easily monitor safety and integrity of their operations. In particular, my efforts can be summarised in the following steps,

  • Collecting data from different sensors (such as voltage, current, etc.).
  • Building predictive models using Python (Sklearn, TensorFlow, Pandas, Numpy) and R.
  • Deploying predictive models in client’s monitoring application.