Jacob Carse
Research Assistant at University of Dundee
Dundee, Scotland, United Kingdom
Summary
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Senior🎓
Top SchoolJacob Carse is a research-focused machine learning engineer and PhD candidate at the University of Dundee with 11 years of experience applying deep learning and active learning to medical imaging, particularly digital histopathology and skin lesion diagnosis. He earned a First-class BSc and was named School of Computer Science Best Graduate in 2016, then completed an MSc by Research on dialogue systems with deep reinforcement learning supported by Samsung. His current work blends selective classification and uncertainty estimation to make diagnostic models safer and reduce dependence on labeled data. Known for high personal standards and an outgoing, collaborative approach, he thrives on learning new skills and mentoring peers. Based in Dundee, he combines rigorous academic training with hands-on AI research aimed at clinical impact.
11 years of coding experience
King Edward VI CollegeDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of DundeeBachelor of Science (BSc), Computer Science with Honours, First, 4.0 GPA, Bachelor of Science (BSc), Computer Science with Honours, First, 4.0 GPA at University of Lincoln
English, German, Arabic
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (30)
lightning10
pytorch10
artificial-intelligence10
python10
lifecycle10
azerothcore10
ai10
vtt10
data-science9
scaling9
trend9
machine-learning9
csharp9
cost-management9
deep-learning9
Programming languages (4)
Github contributions (5)
jmcjacob/Lung-Segment-Analysis
Nov 2015 - Dec 2015
Contributions:36 commits, 7 pushes in 1 month
UoD-CVIP/Selective_Dermatology
Jul 2020 - Aug 2021
Contributions:21 commits, 2 pushes in 1 year 1 month
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