I am first year PhD student in the MathSys II CDT programme. My project is under the supervision of Prof. Colm Connaughton and in collaboration with the London Mathematical Laboratory. My mathematical interests are stochastic processes, agent-based models and machine learning techniques.
I am currently focused on developing an agent-based model which simulates how the risk-taking preferences of agents evolve over time under different wealth dynamics.
University of Bath (2014-2019): Mmath Mathematics with Industrial Placement
University of Warwick (2019-2020): MSc Mathematics of Real-World Systems
Past Research Projects
Heuristics for Real-time Railway Rescheduling (Summer Internship - STOR-i Lancaster University) Designed and evaluated heuristics based algorithms for minimising the overall passenger delay in a railway network. Supervised by Edwin Reynolds at Lancaster University.
Estimation and Inference on Undirected Graphical Models (Masters Dissertation - University of Bath) Investigated various machine learning methods for estimating the structure of a graph whose nodes are random variables and edges represent conditional dependencies. Methods were applied to genomic data to infer which components of E.coli genomes are closely related. Supervised by Dr Sandipan Roy at the University of Bath.
The Dynamics of Wealth (MSc Group Project - University of Warwick) Explored properties of a stochastic process, based on Geometric Brownian Motion, which allows transfer of wealth between agents and how varying parameters affect long-term inequality between agents. Supervised by Prof. Colm Connaughton at the University of Warwick
Determining the Motion in a Skeletal Join from the Articular Surface Geometry (MSc Individual Project - University of Warwick) Modelling forces in a skeletal joint requires the expensive process of turning the surface of a bone into a mesh grid. In this the project bones were instead represented as a collection of unstructured points, the work focusing especially on how to estimate differential geometric properties of the bone surface. Supervised by Dr Shreyas Mandre at the University of Warwick.
Past Work Experience
Actuarial Placement Student (ArgoGlobal 2016-2017) Year-long placement as a pricing actuary at a Lloyd's of London insurance syndicate. Aspects of the role included: Developing pricing models, assisting with regulatory reporting and giving actuarial advice on the performance of larger contracts. I was also a member of the Lloyd's of London Choir.
First Year Undergraduate Supervisor (Term 1&2 2020/2021)
MA241 Combinatorics - Teaching Assistant (Term 1 2020/2021)
(University of Bath) MA10211 Probability & Statistics 1A - Undergraduate Tutor (Semester 1 2017/2018, 2018/2019)
(University of Bath) MA10212 Probability & Statistics 1B - Undergraduate Tutor (Semester 2 2017/2018, 2018/2019)
My non-academic interests include running, reading and drinking tea. I also enjoy cooking with obscure ingredients and playing the piano.
Email: james dot price dot 2 at warwick dot ac dot uk