Joe Farrington
Data Scientist
Stony Stratford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolJoe Farrington is a data scientist and ACA-qualified chartered accountant with nine years' experience, currently finishing a PhD at UCL's CDT in AI-enabled healthcare systems and working at RLDatix. He specialises in applying machine learning and operational research to hospital workflows, notably optimising blood product inventory through supervised models, custom reinforcement learning environments, and a novel ML-guided issuing policy that reduced wastage in simulation. Joe bridges clinical and technical teams—extracting and preparing EHR data with SQL and pandas, deploying predictive models (including an ED admissions model now in daily use), and presenting results to non-technical clinicians and international audiences. His background in accountancy and rigorous academic training gives him a rare combination of quantitative rigor, operational understanding, and practical impact in healthcare settings.
9 years of coding experience
Hills Road Sixth Form CollegeBA Hons., BA Hons. at University of CambridgeACA, ACA at Institute of Chartered Accountants in England and WalesUniversity College London
Github Skills (22)
supply-chain-management10
logistics9
vehicle-routing-problem9
value-iteration9
optimization9
deep-reinforcement-learning8
reinforcement-learning8
gymnasium8
operations-research8
reinforcement-learning-environments8
pybullet7
stable-baselines6
combinatorial-optimization6
rl-environment6
dynamic-programming5
Programming languages (1)
Github contributions (5)
joefarrington/bloodbank_rl
Feb 2021 - Jul 2024
Contributions:92 pushes, 2 branches in 3 years 5 months
joefarrington/viso_jax
Mar 2023 - Jan 2025
Contributions:2 releases, 15 pushes, 5 branches in 1 year 9 months
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