Data driven approach to optimizing performance of generators on marine vessels like tug boats and drilling stations through analysis of time-series data. Explore possibility of hybrid power by introducing energy storage such as capacitors and batteries.

Developed and deployed predictive models in the software platform.Assisting in efforts to develop a new theoretical formulation for demand side levelized energy analysis

Helping CEE students understand basics of micro-controllers, sensors and furthermore develop simple hacks using LabVIEW graphical programming environment.

Applied learning algorithms to model energy consumption in buildings