Lucas Berg
CNPq Knowledge Brazil Research Fellow Level 1
Minas Gerais, Brazil
Summary
👤
Senior🎓
Top SchoolLucas Berg is a computational scientist and software engineer with 10 years of experience specializing in high-performance cardiac modeling, parallel programming (MPI, OpenMP, CUDA) and C++/Python development. He holds a PhD and MSc in Computational Modeling from Universidade Federal de Juiz de Fora and has combined academic rigor with translational research at the University of Oxford and as a CNPq Research Fellow developing patient-specific cardiac digital twins for arrhythmia risk stratification. His work blends GPU-accelerated solvers and uncertainty-aware anatomical modeling (notably novel methods for generating Purkinje networks) to connect imaging and ECG data to predictive simulations. Skilled in both low-level performance optimization and higher-level AI-driven pipelines, he bridges computational mechanics and clinical questions to improve decision-making for heart-failure patients. Based in Minas Gerais, Brazil, Lucas brings deep domain expertise and a track record of collaborative projects that span from code-level optimizations to multi-institutional clinical research.
10 years of coding experience
2 years of employment as a software developer
Master's degree Computational Modeling, Master's degree Computational Modeling at Universidade Federal de Juiz de Fora
Portuguese, English, Italian
Github Skills (21)
simulation10
simulator10
medicine10
extensible10
editor9
electron9
vscode-extension9
typescript9
electrophysiology9
vscode9
visual-studio8
visual-studio-code8
microsoft8
simulations7
cuda7
Programming languages (7)
Github contributions (5)
bergolho1337/CUDA
Jul 2016 - Jan 2023
Contributions:20 pushes, 1 branch in 6 years 7 months
bergolho/MonoAlg3D
Apr 2018 - Aug 2020
Contributions:2 releases, 21 pushes, 2 tags in 2 years 4 months
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