The World's rivers hold enormous kinetic potential in their streams. Rivers provide clean and renewable energy through their strong currents. Analysing and assessing the velocity of a current stream can provide insights into this potential. Under Innovate UK's research grant, Kinetic Hydro Ltd and the University of Leicester and I collaborated to develop a web application to visualise river profiles for any given geographical location.

Geospatial intelligence is a key element in the Earth Observation sector. High-resolution satellite images provide invaluable insights into forest management, flood risk analysis and many other aspects. By collaborating with the University of Leicester's Planet Labs data in my MSc dissertation thesis, I managed to develop and adopt an ML solution to identify and classify Storage Oil Tanks and calculate the storage capacity (calculating work in progress) using Compute Vision (CV) and Remote Sensing techniques.