Matthew Carter

Matthew Carter Email and Phone Number

Postdoctoral Research Associate in Machine Learning and Artificial Intelligence @ University of Liverpool
Liverpool, GB
Matthew Carter's Location
Liverpool, England, United Kingdom, United Kingdom
Matthew Carter's Contact Details

Matthew Carter work email

Matthew Carter personal email

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About Matthew Carter

I am a Research Associate in the Signal Processing Group at the University of Liverpool.I am enthusiastic about the intersection of AI, statistical inference methods, and accelerated computing technologies - such as HPC, distributed systems, and FPGAs - and how they can jointly enhance decision-making processes.

Matthew Carter's Current Company Details
University of Liverpool

University Of Liverpool

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Postdoctoral Research Associate in Machine Learning and Artificial Intelligence
Liverpool, GB
Website:
liverpool.ac.uk
Employees:
10722
Matthew Carter Work Experience Details
  • University Of Liverpool
    Postdoctoral Research Associate In Machine Learning And Artificial Intelligence
    University Of Liverpool
    Liverpool, Gb
  • University Of Liverpool
    Postdoctoral Research Associate In Machine Learning And Artificial Intelligence
    University Of Liverpool Sep 2023 - Present
    Liverpool, England, United Kingdom
    - Developing uncertainty quantification techniques for Bayesian neural networks in partnership with the Alan Turing Institute, the Ministry of Defence and GCHQ.- Conducting large-scale automated literature reviews in partnership with the Defence Science and Technology Laboratory and the US Army Research Laboratory.- Developing parallel numerical Bayesian inference algorithms that allow Stan to capitalise on multi-GPU clusters.- Application of scalable Numerical Bayesian Inference to longitudinal healthcare studies.
  • University Of Liverpool
    Postgraduate Researcher In Scalable Numerical Bayesian Inference
    University Of Liverpool Oct 2019 - Aug 2024
    - Co-funded by the EPSRC Centre for Doctoral Training (CDT) in Distributed Algorithms and IBM Research.- Developed and implemented novel, opportunistic SMC samplers that capitalise on commodity compute hardware.- Implemented parallel SMC samplers on multi-CPU architectures using MPI and GPU using TensorFlow and PyTorch.- Developed and implemented SMC samplers that interface with Stan (via cmdStan and BridgeStan) and NumPyro.- Automated large-scale COVID-19 analysis on high-performance computing facilities using Slurm.- Contributed to SMC-NUTS, HTTPStan and PyStan open-source software packages.- Student Representative on the Strategic Advisory Board: Actively participated in high-level discussions and decision-making processes, providing the student perspective on strategic decisions within the CDT.- Member of the CDT Leadership Team: Collaborated with leaders and members of the CDT to enhance the training and support provided to doctoral candidates.
  • University Of Liverpool
    Laboratory Demonstrator
    University Of Liverpool Oct 2019 - May 2023
    - Delivered three lectures for MSc module Multi-core and Multi-processor Programming (COMP528).- Served as a laboratory demonstrator and coursework marker for BSc module High Performance Computing (COMP328).- Served as a laboratory demonstrator and coursework marker for MSc module Multi-core and Multi-processor Programming (COMP528).- Served as a laboratory demonstrator and coursework marker for MSc module Machine Learning and Bioinspired Optimisation (COMP532).- Designed and delivered a training session on distributed computing with HTCondor for first-year PhD students in the CDT.
  • Ibm
    Research Intern In Machine Learning And Artificial Intelligence
    Ibm Feb 2022 - Aug 2022
    Daresbury, England, United Kingdom
    - Developed and implemented Bayesian sampling methods using PyTorch.- Integrated Travis CI and Github Actions for continuous integration and development to ensure robust and maintainable code.- Utilised Git for version control, collaboration, and maintaining code quality.

Matthew Carter Skills

Business Economics Accounting Finance Microsoft Office Microsoft Excel Powerpoint Microsoft Word Python Html/html5 Css/css3 Chef Breakfast Chef A La Carte Baking Stock Management Data Entry Sage Sage One Invoicing Bank Reconciliation Bootstrap C#

Matthew Carter Education Details

Frequently Asked Questions about Matthew Carter

What company does Matthew Carter work for?

Matthew Carter works for University Of Liverpool

What is Matthew Carter's role at the current company?

Matthew Carter's current role is Postdoctoral Research Associate in Machine Learning and Artificial Intelligence.

What is Matthew Carter's email address?

Matthew Carter's email address is m.****@****l.ac.uk

What schools did Matthew Carter attend?

Matthew Carter attended University Of Liverpool, University Of Liverpool, The University Of Hull.

What are some of Matthew Carter's interests?

Matthew Carter has interest in Health.

What skills is Matthew Carter known for?

Matthew Carter has skills like Business Economics, Accounting, Finance, Microsoft Office, Microsoft Excel, Powerpoint, Microsoft Word, Python, Html/html5, Css/css3, Chef, Breakfast Chef.

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