Portfolio (2022)
I designed and coded my portfolio website using HTML, SCSS and JavaScript.
Web Dev.
Space Pirates (2019)
This website demonstrates a new way of doing digital photojournalism using 'clickable', interactive media.
It's all about user experience (UX). Give it a go!
Credits
"Space Pirates" is a fictional storyworld concept by Rob Allen, Crispian Yeomans, Mary Dearlove, Melody Murray and Jennifer Wang.
Website and assets by Crispian Yeomans
Audio by Rob Allen
Diary by Melody Murray
Data Analysis.
Video Trends (2024)
I built a Python dashboard to analyse viral video trends.
The aim was to identify the "editorial values" that most accurately predicted the perfomance of our videos on social media, such as localness, curiosity, light/shade, human interest, etc. The result was this interactive dashboard and a refined content selection process that successfully tripled our output from 3 million views in six months to 9 million views in the next six months.
Modules used: Flash (webdev), Dash (data)
Neural Networks.
Facebook GCN (2022)
I programmed a neural network that would take in data about 22,000 Facebook pages and predict whether a page belonged to a politician, government organisation, television show or company. The code had 93% accuracy, and considered information about the page's "followers" in making its prediction.
See the code
See the code and a full explanation of the model (including results) on my GitHub .