Brian Gardner

Brian Gardner Email and Phone Number

Research Fellow @ University of Surrey
Godalming, GB
Brian Gardner's Location
Godalming, England, United Kingdom, United Kingdom
About Brian Gardner

With over six years of experience as a scientific researcher, I have expertise in machine learning, algorithm development, theoretical neuroscience, and computational biology. I have contributed to several cross-disciplinary projects, including formulating novel learning algorithms for spiking neural networks (SNNs), applied computer vision using SNNs, event-based computing on neuromorphic devices, and automated healthcare diagnostics.Currently, I am a Research Fellow in AI at the University of Surrey, where I apply natural language processing and large language models to automate data extraction from the scientific literature for systematic review work. The objective of my research is to accelerate the process of literature analysis to address novel research questions in the areas of healthcare and disease transmission. I am passionate about artificial intelligence and applying it to solve real-world problems. I am proficient in Python and software development, and follow best practices and coding standards. I am self-motivated, independent, and eager to learn new skills and tackle new challenges.

Brian Gardner's Current Company Details
University of Surrey

University Of Surrey

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Research Fellow
Godalming, GB
Website:
surrey.ac.uk
Employees:
5387
Brian Gardner Work Experience Details
  • University Of Surrey
    Research Fellow
    University Of Surrey
    Godalming, Gb
  • University Of Surrey
    Research Fellow
    University Of Surrey Dec 2023 - Present
    Guildford, England, United Kingdom
    Research Fellow in AI, specialising in applying NLP and LLMs to automate data extraction from the scientific literature for systematic review work. The objective of my research is to accelerate the process of literature analysis to address novel research questions in the areas of healthcare and disease transmission.
  • Applied Agi Limited
    Senior Developer
    Applied Agi Limited May 2022 - Apr 2023
    London, England, United Kingdom
    Applied Computer Vision Scientist. This role involved applied research into hierarchical spiking neural network (SNN) architectures for solving computer vision tasks via event-based computing. I developed an unsupervised learning algorithm with robust object detection capabilities and performed the associated data analysis. My team was responsible for the development of a novel SNN framework: including the simulator, trainer and hyper-parameter optimiser integrated with Ray for distributed computing. This research is nature inspired by the primate visual system, and involved close collaborations with the Oxford Centre for Theoretical Neuroscience and Artificial Intelligence at the University of Oxford.
  • University Of Surrey
    Research Fellow
    University Of Surrey May 2020 - May 2022
    Guildford, United Kingdom
    Research Fellow in machine learning and modelling, working as part of the School of Veterinary Medicine. My main research focus involves modelling the dynamics of microbial communities within the gut microbiome using biologically-inspired, mechanistic models. Other responsibilities include implementing machine learning methods for the prediction and detection of antimicrobial resistance in bacteria.
  • University Of Surrey
    Research Fellow
    University Of Surrey May 2015 - Dec 2019
    Guildford, United Kingdom
    Cross-disciplinary research in the areas of theoretical neuroscience and machine learning - studying bio-inspired learning algorithms for spiking neural networks.This research is funded by the European Union's 'Human Brain Project'.
  • University Of Surrey
    Phd Student
    University Of Surrey Oct 2011 - Dec 2015
    Guildford, United Kingdom
    Research on the theoretical aspects of spiking neural networks in relation to neural information processing.

Brian Gardner Education Details

  • University Of Surrey
    University Of Surrey
    Computer Science
  • University Of Exeter
    University Of Exeter
    First

Frequently Asked Questions about Brian Gardner

What company does Brian Gardner work for?

Brian Gardner works for University Of Surrey

What is Brian Gardner's role at the current company?

Brian Gardner's current role is Research Fellow.

What schools did Brian Gardner attend?

Brian Gardner attended University Of Surrey, University Of Exeter.

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