Han C

Sr Bioinformatics Scientist

Mannheim, Baden-Württemberg, Germany
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Summary

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Senior
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Top School
Han C is a Sr. Bioinformatics Scientist and AI researcher with over 10 years of experience applying machine learning to biomedical and genomic problems. Currently at Illumina, he bridges large-scale Genomics AI engineering with translational research, having previously led a generative RNN project to model sepsis dynamics from ICU time-series during a postdoc. His background spans molecular biology, federated and multitask learning, and production-focused ML developed across academia and industry, grounded in a PhD from Heidelberg and multidisciplinary training at Max Planck and Macau. Known for translating complex biological dynamics into practical AI models, he combines deep computational rigor with clinical-facing impact in precision medicine.
code11 years of coding experience
job6 years of employment as a software developer
bookMaster's degree Computer Science, Master's degree Computer Science at University of Macau
bookMaster courses of Bioinformatics (IMPRS-CS Scholarship), Master courses of Bioinformatics (IMPRS-CS Scholarship) at Max Planck Society
bookDoctor of Philosophy - PhD Molecular Biology Machine Learning, Doctor of Philosophy - PhD Molecular Biology Machine Learning at Heidelberg University
languagesEnglish, Chinese, deutsche
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Github Skills (7)

multi-task-learning10
regularization10
matlab9
federated-learning7
r7
machine-learning6
r-library5

Programming languages (2)

RMATLAB

Github contributions (5)

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transbioZI/RMTL

Mar 2019 - Feb 2026

Regularized Multi-task Learning in R
Contributions:10 pushes, 1 branch, 6 comments in 7 years
multi-task-learningrsparse-codinglow-rank-representaionregularization
Healthcast/RSV

Jul 2015 - Dec 2015

Contributions:33 commits, 31 pushes in 4 months
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