Industry 4.0, lean operations, and quality systems for modern manufacturing.

Career paths:

  • AI in Industrial Manufacturing: predictive maintenance from IIoT sensor data, computer vision quality inspection on the production line, AI-powered production scheduling and digital twins.
  • Smart Manufacturing & Industrial IoT: MES (manufacturing execution systems), SCADA, OPC UA, OT/IT convergence, factory-floor digital twins.
  • Lean Six Sigma (Green/Black Belt): the universal operational excellence credential.