Tech Writing Projects
Half-Stack Full
A blog about engineering practices and tips for data scientists who want to improve their coding and deployment workflow. The site was written in the Jekyll framework (Ruby and Markdown), and hosted in Github Pages.
Remote Sensing with Google Earth Engine
A Jupyter Book hosted in Github Pages about basic concepts and techniques in remote sensing using Google Earth Engine's Python SDK.
Generating Synthetic Data for DS/ML projects
A Jupyter Book hosted in Github Pages about synthetic data generation techniques in Python to help with data science or machine learning experiments. This includes random data generation using both Python native libraries and third-party libraries.
Understanding True Colour and False Colour Composites
An intuitive guide to understanding composite images through RGB and NIR bands of a Landsat image dataset in Google Earth Engine.
Geopandas for Mapping University Locations
View Article on Medium | Code on Github
A visualisation project about using the geopandas library to locate the top universities in the UK.