liamhbyrne/Graph4StackOverflow

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liamhbyrne/Graph4StackOverflow

liamhbyrne

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Graph Neural Networks for Expertise Classification on Stack Overflow

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.

HackAI

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

Jupyter Notebook

geochat

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

Spotify-Million-Playlist-Challenge

ACM RecSys Challenge 2018 - Track2Vec and Artist2Vec for Spotify playlist continuation

Jupyter Notebook

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.

Athena

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

Premier-League-Predictions-with-Deep-Learning

Deep Learning Football Prediction Model. Achieved 56% mean outcome accuracy and 60% peak. Full data pipeline from scraping to TensorFlow Modelling.

Sustainable-LLMs-Survey

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

Jupyter Notebook