Matthew Lee
Principal Data Scientist at Sonraí Analytics Ltd- Claim this Profile
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English -
Topline Score
Bio
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Credentials
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ISO 14971:2019 Risk Management for Medical Devices: Requirements Exam
BSINov, 2022- Sep, 2024 -
AI for Medical Prognosis
CourseraDec, 2020- Sep, 2024 -
AI for Medical Diagnosis
CourseraMay, 2020- Sep, 2024 -
Certified SAFe® 4 Agilist
Scaled Agile, Inc.Mar, 2019- Sep, 2024 -
Convolutional Neural Networks
CourseraOct, 2018- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraAug, 2018- Sep, 2024 -
Neural Networks and Deep Learning
CourseraAug, 2018- Sep, 2024 -
Structuring Machine Learning Projects
CourseraAug, 2018- Sep, 2024 -
Certificate of Attainment
Association of Clinical ScientistsMar, 2015- Sep, 2024
Experience
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Principal Data Scientist
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May 2022 - Present
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Senior Data Scientist
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Apr 2020 - Jun 2022
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Allstate Northern Ireland
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United Kingdom
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IT Services and IT Consulting
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700 & Above Employee
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Machine Learning Engineer
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Jul 2018 - Apr 2020
Machine Learning Engineer with a focus on computer vision challenges. Working with Keras, Tensorflow, OpenCV, scikit-image to develop enterprise level services. Programming in python primarily but have recently looked at Golang for some tasks. Machine Learning Engineer with a focus on computer vision challenges. Working with Keras, Tensorflow, OpenCV, scikit-image to develop enterprise level services. Programming in python primarily but have recently looked at Golang for some tasks.
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Technical Manager
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Mar 2016 - Jun 2018
Troubleshooting Applications training Technical advice and support for customers and engineers Technical analysis of new equipment Ensuring optimum use of medical equipment, particularly radiological equipment Advice to sales team Developing automated quality control software for MTF, NNPS and DQE Troubleshooting Applications training Technical advice and support for customers and engineers Technical analysis of new equipment Ensuring optimum use of medical equipment, particularly radiological equipment Advice to sales team Developing automated quality control software for MTF, NNPS and DQE
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Belfast health and social care trust
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United Kingdom
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Hospitals and Health Care
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700 & Above Employee
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Medical Physicist
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Jan 2015 - Mar 2016
Diagnostic radiology with a focus on quality assurance and optimisation in CT and mammography Diagnostic radiology with a focus on quality assurance and optimisation in CT and mammography
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Medical Physicist
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May 2013 - Jan 2015
Administering radioactive therapies for benign and malignant diseases, quality control on 3 gamma cameras, a SPECT-CT and PET-CT and service development. Also routine problem solving, often in quantitative studies where scientific input is required. Administering radioactive therapies for benign and malignant diseases, quality control on 3 gamma cameras, a SPECT-CT and PET-CT and service development. Also routine problem solving, often in quantitative studies where scientific input is required.
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University of Kent
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United Kingdom
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Higher Education
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700 & Above Employee
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Lecturer
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Mar 2013 - May 2013
I gave ten lectures on nuclear medicine physics to undergraduate students reading physics. Topics ranged from radiation monitors to internal dosimetry and PET imaging. This formed a large part of the medical physics module. I also set the exam questions. I gave ten lectures on nuclear medicine physics to undergraduate students reading physics. Topics ranged from radiation monitors to internal dosimetry and PET imaging. This formed a large part of the medical physics module. I also set the exam questions.
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East Kent Hospitals University NHS Foundation Trust
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United Kingdom
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Hospitals and Health Care
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700 & Above Employee
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Medical Physicist
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Sep 2009 - May 2013
I trained as a medical physicist at EKHUFT. After two years I was offered a permanent role in nuclear medicine. My initial training included medical imaging with an emphasis on image processing and radiation protection involving risk assessments to staff and public. I trained as a medical physicist at EKHUFT. After two years I was offered a permanent role in nuclear medicine. My initial training included medical imaging with an emphasis on image processing and radiation protection involving risk assessments to staff and public.
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Education
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University College London, U. of London
Master of Science (MSc), Medical Physics -
University of York
Bachelor of Science (BSc), Physics