Konstantin Georgiev
Postdoctoral Fellow at Red Star
City of Edinburgh, Scotland, United Kingdom
Summary
👤
Senior🎓
Top SchoolKonstantin Georgiev is a Health Data Scientist and postdoctoral fellow at the University of Edinburgh with eight years' experience building multimodal AI for clinical decision support. He develops and validates fusion models that combine EHRs, ECGs and chest X-rays to improve diagnosis and risk forecasting for acute cardiac conditions across NHS Scotland, with a strong emphasis on Explainable and Trustworthy AI. His PhD work applied data-driven algorithms to optimise care allocation for older adults with geriatric syndromes, and he has production-oriented experience deploying model-agnostic explainers (LIME/SHAP) and pipelines for case-finding and prescribing surveillance. Comfortable translating research into clinical tools, he has partnered with multiple NHS regions to embed explainability and fairness into routine healthcare analytics.
8 years of coding experience
1 year of employment as a software developer
PhD, Precision Medicine (Data-driven approaches for geriatric medicine), PhD, Precision Medicine (Data-driven approaches for geriatric medicine) at The University of EdinburghMSc, Artificial Intelligence, MSc, Artificial Intelligence at University of AberdeenBEng, Software and Internet Technologies, BEng, Software and Internet Technologies at Technical University of Varna
English, Bulgarian
Github Skills (22)
style-transfer10
keras10
neural-style-transfer10
flask8
python8
deep-learning8
tensorflow7
transfer-learning5
fuzzy-logic5
image-processing4
machine-learning4
condition4
fuzzy4
classification4
rule4
Programming languages (3)
Github contributions (5)
kgeorgiev42/Style-AI
Apr 2019 - Jan 2020
Implementing the Neural Style Transfer algorithm for creating artistic images and integrating it as a web service with a Flask app.
Contributions:120 commits, 5 PRs, 109 pushes in 9 months
pythonstyle-transferflask-appdeep-learningflask
JadeBlue96/WeatherSystem
Feb 2019 - Apr 2019
Contributions:53 pushes, 3 branches in 2 months
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