I'm an EngD student in Wind & Marine Energy Systems & Structures at the University of Strathclyde, focusing on O&M using with machine learning and signal processing.
Previously, I studied Data Science (MSc) at the Robert Gordon University, following a stint at the University of Dundee in Renewable Energy & Environmental Modelling (MSc). Once upon a time, I completed my undergrad in Mineral Resources Engineering at the Technical University of Crete (MEng, focusing on energy & petroleum engineering). Avid collector of light.
I get my kicks from deriving meaning and stories from numbers, and optimizing systems and solutions. And of course I'm all about science jokes—sometimes I'm a nerd like that.
My favourite question is "Why?"
Automated zooplankton classification solution using R, utilizing XGBoost, Random Forests and k-NN. A prototype system operationalizes the best performing model.Learn more
Model-as-a-Service via API creation with R: proof of concept by building a Naive Bayes model on the Titanic data set and serving it as an online API via a hosted Docker container.Learn more
R code for forecasting wind speeds at Chilbolton, UK using a variety of classical time series methods, including ETS, sARIMA and combinations with STL decomposition.Learn more