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| 1 | +\documentclass[11pt,a4paper,sans]{moderncv} |
| 2 | + |
| 3 | +\moderncvstyle{classic} % options: 'casual', 'classic', 'banking' |
| 4 | +\moderncvcolor{blue} |
| 5 | +\usepackage[utf8]{inputenc} |
| 6 | +\usepackage[scale=0.9]{geometry} |
| 7 | + |
| 8 | +% Personal data |
| 9 | +\name{Allen}{Hart} |
| 10 | +\address{University of Warwick}{Coventry, UK} |
| 11 | +\phone[mobile]{+44 7729 779596} |
| 12 | +\email{allen.hart@warwick.ac.uk} |
| 13 | +%\homepage{scholar.google.com/citations?user=XXXXX} % link to Google Scholar |
| 14 | + |
| 15 | +\begin{document} |
| 16 | +\makecvtitle |
| 17 | + |
| 18 | +%---------------------------------------------------------------------------------- |
| 19 | +% Education |
| 20 | +%---------------------------------------------------------------------------------- |
| 21 | +\section{Education} |
| 22 | +\cventry{2017--2021}{PhD in Statistical and Applied Mathematics}{University of Bath}{Bath, UK}{}% |
| 23 | +{Thesis on neural networks and dynamical systems; focus on recurrent neural networks, reservoir computing, and embedding theorems.} |
| 24 | +\cventry{2013--2017}{MSci Mathematics and Physics (1st Class Honours)}{University of Bath}{Bath, UK}{}{} |
| 25 | +\cventry{2011--2013}{A-Levels}{Slough Grammar School}{Slough, UK}{}{Mathematics (A*), Further Mathematics (A*), Physics (A), History (AS, A)} |
| 26 | + |
| 27 | +%---------------------------------------------------------------------------------- |
| 28 | +% Research and Professional Experience |
| 29 | +%---------------------------------------------------------------------------------- |
| 30 | +\section{Research and Professional Experience} |
| 31 | +\cventry{Present}{Innovation Research Associate}{University of Warwick}{Coventry, UK}{}{ |
| 32 | +\begin{itemize} |
| 33 | + \item Algorithms and infrastructure for \textbf{vector similarity search}. |
| 34 | + \item Developing Software for \textbf{battery optimisation} |
| 35 | +\end{itemize}} |
| 36 | + |
| 37 | +\cventry{2023--2024}{Research Fellow, Project Bluebird}{University of Exeter / Alan Turing Institute / NATS}{Exeter, UK}{}{ |
| 38 | +\begin{itemize} |
| 39 | + \item Collaboration between the Turing institute, Exeter University, and NATS to \textbf{automate air traffic control}. |
| 40 | +\end{itemize}} |
| 41 | + |
| 42 | +\cventry{2022}{Data Science Intern}{Spectra Analytics (Patchs Health)}{London, UK}{}{ |
| 43 | +\begin{itemize} |
| 44 | + \item Deployed ML models for healthcare applications. |
| 45 | +\end{itemize}} |
| 46 | + |
| 47 | +\cventry{2015--2016}{Research Intern}{Institut Laue–Langevin}{Grenoble, France}{}{ |
| 48 | +\begin{itemize} |
| 49 | + \item Studying the diffraction of neutrons through ice and graphite surfaces. |
| 50 | +\end{itemize}} |
| 51 | + |
| 52 | +%---------------------------------------------------------------------------------- |
| 53 | +% Teaching & Pedagogy |
| 54 | +%---------------------------------------------------------------------------------- |
| 55 | +\section{Teaching Experience} |
| 56 | +%\cventry{2017--2025}{Ski Instructor}{Whistler (Canada), Zermatt (Switzerland), Interski (Italy), Selwyn (Australia)}{}{}{ |
| 57 | +%Achieved BASI Level 4 Teach \& IMS and CSIA Level 3. Delivered learner-led lessons internationally and completed pedagogical exams including peer review of teaching. Experienced in adapting instruction to diverse learner goals, confidence levels, and cultural backgrounds.} |
| 58 | +\cventry{2022}{Postgraduate Teaching Assistant}{University of Bath}{Bath, UK}{}{Delivered online MSc module on neural networks and imaging; supervised assignments and critical reviews of recent ML papers.} |
| 59 | +\cventry{2017--2021}{Undergraduate Mathematics Tutor}{University of Bath}{Bath, UK}{}{600+ hours tutoring mathematics and computer science undergraduates.} |
| 60 | +\cventry{2018--2021}{Private Mathematics and Science Tutor}{TutorFair, Ivy Education}{UK}{}{200+ hours tutoring GCSE and A-level students in maths, physics, and further maths.} |
| 61 | + |
| 62 | +%---------------------------------------------------------------------------------- |
| 63 | +% Publications |
| 64 | +%---------------------------------------------------------------------------------- |
| 65 | +\section{Publications} |
| 66 | +\cvitem{2025}{\textbf{Hart, A.G.} Generic and isometric embeddings in reservoir computers. \emph{Chaos: An Interdisciplinary Journal of Nonlinear Science}, 35(11), 111103.} |
| 67 | +\cvitem{2024}{\textbf{Hart, A.G.} Generalised synchronisations, embeddings, and approximations for continuous time reservoir computers. \emph{Physica D: Nonlinear Phenomena}, 458, 133956.} |
| 68 | +\cvitem{2023}{Grigoryeva, L., \textbf{Hart, A.}, Ortega, J.P. Learning strange attractors with reservoir systems. \emph{Nonlinearity}, 36(9), 4674.} |
| 69 | +\cvitem{2022}{\textbf{Hart, A.G.} Reservoir Computing with Dynamical Systems. PhD Thesis, University of Bath.} |
| 70 | +\cvitem{2021}{Grigoryeva, L., \textbf{Hart, A.}, Ortega, J.P. Chaos on compact manifolds: Differentiable synchronizations beyond the Takens theorem. \emph{Physical Review E}, 103(6), 062204.} |
| 71 | +\cvitem{}{\textbf{Hart, A.G.}, Hook, J.L., Dawes, J.H.P. Echo state networks trained by Tikhonov least squares are $L^2(\mu)$ approximators of ergodic dynamical systems. \emph{Physica D: Nonlinear Phenomena}, 421, 132882.} |
| 72 | +\cvitem{}{Burridge, H.C., Bhagat, R.K., Stettler, M.E.J., Kumar, P., De Mel, I., Demis, P., \textbf{Hart, A.}, et al. The ventilation of buildings and other mitigating measures for COVID-19: a focus on wintertime. \emph{Proceedings of the Royal Society A}, 477(2247), 20200855.} |
| 73 | +\cvitem{}{\textbf{Hart, A.G.}, Olding, K.R., Cox, A.M.G., Isupova, O., Dawes, J.H.P. Using echo state networks to approximate value functions for control. \emph{arXiv preprint arXiv:2102.06258}.} |
| 74 | +\cvitem{2020}{\textbf{Hart, A.}, Hook, J., Dawes, J. Embedding and approximation theorems for echo state networks. \emph{Neural Networks}, 128, 234--247.} |
| 75 | +\cvitem{2019}{\textbf{Hart, A.G.}, Hansen, T.C., Kuhs, W.F. A hidden Markov model for describing turbostratic disorder applied to carbon blacks and graphene. \emph{Acta Crystallographica Section A}, 75(3), 501--516.} |
| 76 | +\cvitem{2018}{\textbf{Hart, A.G.}, Hansen, T.C., Kuhs, W.F. A Markov theoretic description of stacking-disordered aperiodic crystals including ice and opaline silica. \emph{Acta Crystallographica Section A}, 74(4), 357--372.} |
| 77 | + |
| 78 | +%---------------------------------------------------------------------------------- |
| 79 | +% Conferences |
| 80 | +%---------------------------------------------------------------------------------- |
| 81 | +\section{Selected Conference Talks} |
| 82 | +\cvitem{2023}{International Congress on Industrial and Applied Mathematics (Tokyo) — Learning Strange Attractors with Reservoir Systems.} |
| 83 | +\cvitem{2022}{Differential Equations for Data Science (Online) — Embedding and Approximation with Reservoir Computing.} |
| 84 | +\cvitem{2021}{SIAM Conference on Applications of Dynamical Systems (Online) — Time Series Forecasting with Reservoir Computing.} |
| 85 | + |
| 86 | +%---------------------------------------------------------------------------------- |
| 87 | +% Service |
| 88 | +%---------------------------------------------------------------------------------- |
| 89 | +\section{Service} |
| 90 | +\cvitem{}{Reviewer for: \emph{IEEE TNNLS}, \emph{Neural Networks}, \emph{Physica D}, \emph{Physical Review E}, \emph{Chaos}, \emph{SIAM J. Applied Mathematics}, \emph{Journal of Computational Physics}, among others.} |
| 91 | + |
| 92 | +\end{document} |
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