Edward Barker
Data Scientist
Bristol, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolEdward Barker is a data scientist and ML engineer with 8 years of experience focused on applied healthcare analytics, currently building impact-driven solutions at Panacea. He combines a PhD in AI for healthcare and hands-on work with the NHS to deliver predictive models, time-series forecasting, and causal inference that are designed for real-world deployment and operational fit. Comfortable across Python and R, he pairs deep technical skill (PyTorch/TensorFlow, Docker, MLflow, SQL) with systems thinking to ensure models integrate into clinical workflows. He has experience cleaning and linking million-patient EHR datasets and has collaborated closely with clinicians and microbiologists to shape problems and validate outputs. Outcome-focused and tool-agnostic, Edward aims to grow into senior roles where long-term domain expertise and measurable patient or operational benefit are priorities.
8 years of coding experience
Bachelor of Science - BS, Artificial Intelligence, 1st, Bachelor of Science - BS, Artificial Intelligence, 1st at University of Liverpool60 Credits of BSc, Biology, 60 Credits of BSc, Biology at Imperial College LondonAAAA, Biology, Chemistry, Physics, Maths, AAAA, Biology, Chemistry, Physics, Maths at Shrewsbury SchoolDoctor of Philosophy - PhD, Artificial Intelligence in Healthcare, TBC, Doctor of Philosophy - PhD, Artificial Intelligence in Healthcare, TBC at University of Bristol
Github Skills (16)
icu7
database4
grades3
react2
calculator2
data-import1
xlsx1
spreadsheet1
typescript1
mass-spectrometry1
mass1
nextjs1
garden1
excel1
bioinformatics1
Programming languages (5)
Github contributions (5)
JamesEFAhsam/TImetablingApplication
Apr 2018 - May 2018
Contributions:29 commits, 7 PRs, 22 pushes in 14 days
timetabling
epabarker/Python-learning
May 2018 - Jul 2019
Contributions:30 pushes, 1 branch in 1 year 2 months
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