Hello, I am Hayden Tibbals
Physics Graduate & AI Enthusiast
Experienced in using data analysis, machine learning and Gen AI tools to solve real-world problems.
Projects
Garmin Analytics and API Dashboard
Designed a full stack Garmin smartwatch analytics dashboard within a Docker container. Data is pulled via API, stored in a SQL database and then input into a React frontend using local APIs with Flask
AI Negotiation App
Developed an AI negotiation app in a react framework using the OpenAI API. User can receive specialist advice for a situation and expert responses
Reinforcement Learning Trading Bot
Built a trading bot that uses reinforcement learning to make trades based on historical stock ticker data
Premier League Match Prediction Model
Built a model that predicts the outcome of Premier League matches with 80% accuracy based on historial match results
Machine Learning and Data Cleaning Project on Global WHO data
Cleaned and analysed global WHO data, adding in additioanl data from other sources to produce a model that predicts the life expectancy of country with an R^2 of 0.96