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Liam Byrne's Projects

athena icon athena

Athena: Remote Workflow Democratisation Platform. Developed and presented at START Hack 2021 (36 Hours)

cloud-football-prediction-system icon cloud-football-prediction-system

An automated football prediction system hosted on the Google Cloud Platform. Informed predictions can be made for all major European leagues.

comp3200-report-template icon comp3200-report-template

An Overleaf project template for COMP3200 Part III Individual Project reports at the University of Southampton.

geochat icon geochat

WINNER: Best Social Application at Highfield Hack 2021. Geochat is a live location based messaging application.

hackai icon hackai

1st Place at HackAI 22. Finding explanations for anomalies in travel demand. Event by Cirium & University of Southampton AI society.

one-shot-facial-recognition icon one-shot-facial-recognition

In 2020 I experimented with the Raspberry Pi camera to create a facial recognition system using Siamese Neural Networks.

parkrunbingo icon parkrunbingo

Statistical investigation into achieving 'Parkrun Bingo'.

sustainable-llms-survey icon sustainable-llms-survey

Experiment for "Sustainable Pre-training and Fine-tuning of Large Language Models: A Systematic Review"

twitter-football-prediction icon twitter-football-prediction

Sentiment analysis on football fans to correlate a relationship between polarity and results. Use of Sentiment Analysis and Linear Regression to enable "wisdom of the people" approach.

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