I'm Justin Woodham, a Graduate Computer Science Student from the Cardiff University, looking to break into the field of Data Science, specifically in Finance and Statistics.

Throughout my degree at Cardiff, I have had the opportunity to explore Data Processing & Visualisation with CM2105, hardened my mathematical abilities with CM1208 and explored conceptual and practical Machine Learning through CM2203.

I combined my interest of NLP and recent generative AI developments to explore how Public Administration texts can be made more accessible for low literacy readers and non-native speakers. My Dissertation experiments with many different configurations: prompt engineering, models and In-context learning to provide a comprehensive report of the positive societal effects, text generative AI can have for provision of administrative resources.

Artificial Inteligence is not limited and shouldn't by anymeans, be all about generative AI. CM3112 helped me explore search algoritms, logic and Bayesian networks.

I am working on a data visualisation project. Football is a big interest of mine, and Fantasy Premier League (FPL) perfectly encapsulates the fatuation and gamification of the sport. I have been a long player of FPL and have been wanting improved analytics on my weekly points, yearly performance and also a way to compare points with my friends. I am working on a python script that calls the FPL API to colate data into Pandas tables and then visualise user points through graphs on Matplotlib.

I aim to add additional features:

• Cross league visualisations
• Indicators of when chips are used
• Options to download or share graphical charts

Stretch goals:

• Add a GUI
• Convert script into a hosted Web application