PhD, Mechanical Engineering (Applied Machine Learning)
Defence Institute of Advanced Technology (DIAT), Pune, 2018. Hybrid AI approach (discrete wavelet transform, DWT; support vector machine, SVM; artificial neural network, ANN) for machinery fault diagnosis; one patent (Indian Patent 373427, “Bearing Fault Detection”, as named inventor; patentee DIAT Pune) and eight publications.