Francis Chmiel
Senior Applied Machine Learning Scientist at Nory
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolFrancis Chmiel is a Senior Applied Machine Learning Scientist based in London with eight years’ experience applying ML in regulated digital health and enterprise settings. He has led end-to-end data science functions and built production ML services—risk prediction models, disease progression metrics, and LLM-powered summarization—while steering regulatory and analytics engineering efforts. A Python developer with 10+ years’ coding experience, he blends software engineering best practices (CI/CD, testing, dbt, Metabase) with hands-on model deployment in AWS and healthcare data ecosystems (EHRs, claims, smartphone data). His background includes founding the data science capability at Kneu Health, influencing national COVID-19 monitoring policy from research at Southampton, and winning repeat six-figure bids through technical leadership at BMT. He holds a DPhil from Oxford, translating rigorous experimental science into robust, auditable ML products for clinical and commercial use.
8 years of coding experience
7 years of employment as a software developer
DPhil Condensed Matter Physics, DPhil Condensed Matter Physics at University of OxfordGCSEs, GCSEs at Matravers SchoolMaster's Degree Physics, Master's Degree Physics at Durham UniversityA Levels, A Levels at St Augustines Catholic College
Stackoverflow
2,520reputation
159kreached
65answers
13questions
pandas
top-5%
python
top-5%
Github Skills (79)
pandas9
gradient-boosting9
sdk9
rest9
api9
api-client9
python9
rest-client9
deep-learning9
rest-api9
shapley9
machine-learning9
generator9
jupyter9
shap9
Programming languages (5)
Github contributions (5)
FChmiel/pyDataSci
Jun 2019 - Nov 2020
Helper functions for binary classification problems
Contributions:43 commits, 22 PRs, 76 pushes in 1 year 5 months
classificationpythonbinary-classificationproblemshelper-functions
FChmiel/FChmiel
Nov 2020 - Feb 2024
Contributions:16 pushes, 1 branch in 3 years 4 months
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