Mart Ratas

Research Software Developer at King's College London

Basingstoke and Deane, England, United Kingdom
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Summary

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Senior
🎓
Top School
Mart Ratas is a research software developer with a PhD in engineering physics and a decade of experience bridging applied numerical research and production software. He maintains and extends MedCAT-based medical NLP tooling, developing SNOMED/UMLS/HPO models that have been deployed across multiple NHS trusts to enable safer, faster patient-data research. Trained as a numerical modeller, he brings rigorous simulation and Monte Carlo expertise to ML model development and deployment, allowing him to diagnose both algorithmic and systems-level issues. Comfortable in both research and operational contexts, he handles model training, feature engineering, and aspects of deployment and trust integration. Colleagues rely on him for pragmatic engineering that preserves research rigor while meeting clinical governance needs. Outside work he recharges playing volleyball, a habit that keeps his team-collaboration skills sharp.
code10 years of coding experience
job8 years of employment as a software developer
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at TalTech – Tallinn University of Technology
bookMaster's degree, Engineering Physics, Master's degree, Engineering Physics at Tallinn University of Technology
languagesEstonian, English
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Github Skills (47)

fact10
minecraft10
pubmed10
bukkit10
spigot10
discord10
machine-learning10
terminal-emulator10
inspector10
medicine10
gnome10
natural-language-processing10
nlp10
inspect10
medical10

Programming languages (5)

TypeScriptJavaHTMLJupyter NotebookPython

Github contributions (5)

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SlimeDog/MobColors

Aug 2021 - Jul 2024

Manage mob colors and variants
Contributions:6 reviews, 10 PRs, 59 pushes in 2 years 11 months
mob
CogStack/MedCAT2

Feb 2025 - Jun 2025

MedCATv2
Contributions:5 reviews, 91 PRs, 132 pushes in 4 months
eprnlp
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