• Room 02.035 - Riddel Hall Block 3

    United Kingdom

Accepting PhD Students

PhD projects

- Statistical inference and financial technology - Artificial intelligence and machine learning in finance - Financial regulation - professional football finance

20092021

Research activity per year

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Personal profile

Particulars

Overview

I am a passionate applied statistician who encourages active learning using a growth mindset. I teach students using experiential learning to encourage experimentation. My goal is to develop students' employability, resilience, confident humility and empirical curiosity. I run the masters in quantitative finance and teaches graduate-level statistics for time series and a course on financial machine learning entitled algorithmic trading and investment. Finally, I built and maintained a financial technology platform called Q-RaP, a high-performance cloud computing stack for teaching econometrics, AI and machine learning in the Management School. These resources empower students to create digital solutions to complex business problems which are code-interoperable, credible, and reproducible. I research to feed my curiosity and build confident humility, advocating the responsible use of cutting edge statistics. My current research projects focus on statistical learning in finance, responsible AI, risk and financial regulation in banking, and association football. I have extensive knowledge transfer experience, raised over £400,000 for impactful research projects, and was the principal investigator on AI and machine learning projects in the FinTech industry.

 

Research Interests

 

Financial machine learning and statistical inference
Bayesian inference in finance
Responsible AI in banking
Risk analytics and financial regulation
 Football economics

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