Matthew Carter: Turbocharging Data Science

Hey, I'm Matt 👋 I'm a Research Associate in the Signal Processing Group at the University of Liverpool 👨‍🎓

Matthew Carter, Research Associate at the University of Liverpool, explores AI, statistical inference, and accelerated computing technologies to enhance decision-making processes.

Published Words

Published on
8 April 2024
The No-U-Turn Sampler as a Proposal Distribution in a Sequential Monte Carlo Sampler without Accept/Reject
Journal Paper
In this journal article we demonstrate how to use the No-U-Turn sampler as a proposal distribution in a Sequential Monte Carlo sampler and leverage non-traditional L kernels to reduce convergence time.
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Published on
7 March 2023
Twitter for COVID-19 disease monitoring
Conference Paper
In this research article we propose two ways in which Twitter can be used to monitor the evolution of the COVID-19 pandemic.
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Published on
9 November 2022
CondorSMC: Opportunistic Sequential Monte Carlo
Conference Poster
A poster on deploying SMC samplers in opportunistic computing environments presented at the Alan Turing Institute CDT conference.
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Published on
9 December 2020
On Obtaining Near Real-Time Insight into the Evolution of the COVID-19 Pandemic
Conference Poster
A poster on deploying SMC samplers in opportunistic computing environments.
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Published on
28 August 2020
Utilising novel data streams in the fight against COVID-19
Blog Post
Social media platforms contain a treasure trove of information that allow us to infer information about pandemics. This blog post discusses how to track the number of individuals exhibiting COVID-19 symptoms through Twitter.
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Project Spotlight

Python Package

CondorCMF

A framework for implementing coordinator-follower and coordinator-manager-follower networks on vanilla HTCondor.

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Python Package

PyMCMC

A collection of Markov Chain Monte Carlo methods in Python using Numpy and Scipy.

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Python Package

FilterPy

A collection of Bayesian filtering methods in Python using Numpy and Scipy.

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Next.js and Tailwind CSS

Portfolio Website

The source code for this website, built using Node.js and Tailwind CSS. Based on the Tailwind Next.js Starter Blog by Timothy Lin.

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Through the Lens

No photos found.

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Mental Meanderings

Published on
15 November 2024
Reflecting on Observing an Experienced Peer's Teaching
reflection teaching
A reflection on the observation of an experienced peer's teaching.
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Published on
4 May 2024
No Leg to Stand On
poem
You ain't got a leg to stand on.
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Published on
30 January 2024
Dijon Vinaigrette
recipes
Dijon Vinaigrette: A bold and tangy vinegarette to elevate your salads to the next level.
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Published on
22 May 2023
Oh what a beautiful morning
python test
Oh what a beautiful morning. Oh what a beautiful day. I've got a beautiful feeling. Some Python code is coming your way.
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