Engineering
Machine Learning in Tunnelling
One of the biggest challenges in tunnelling is handling the uncertainty of ground conditions, even when historic data is present. Machine learning is used to propose a solution.
Field of Expertise
My expertise is in Artificial Intelligence, with a focus on machine learning and data analysis. I am a keen researcher that enjoys problem-solving across sectors, including mechanical engineering, finance, civil engineering, media, and technology.
Expertise
- Tunnelling productivity forecasting using neural networks
- PhD in reinforcement learning for trench excavation
- Driver coaching data analytics and model prediction
- Structured equation modelling and client clustering for marketing analysis.