Works

Clustering

A form of unsupervised machine learning useful in a wide variety of applications. 

Data visualisation

Exploring data and visualising the insights. 

Forecasting

Time-series forecasting considering trend and seasonality. 

Geospatial mapping

Interactive visualisation of geospatial data.

Hierarchical clustering

Unsupervised machine learning looking for hidden structure in “unlabeled” data. 

Interactive web scraping

Web scraping and data visualisation in an interactive web application. 

Predictive modelling

A form of supervised machine learning. Regression models are used to make predictions based on patterns in the data. 

Textual analysis

Quantitative textual analysis assessing document similarity and readability.