Champak Reddy
Senior Data Scientist
Fribourg - Freiburg, Fribourg, Switzerland
Summary
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Senior🎓
Top SchoolChampak Reddy is a Senior Data Scientist based in Fribourg, Switzerland with 12 years of experience applying computational and statistical methods to life sciences problems. Trained as a PhD in Mathematical Biology, he has a track record across marine and community ecology, population genomics and quantitative genetics, and has consistently worked as a computational biologist. He designs and implements computationally intensive inference methods—often in C/C++—including Monte Carlo approaches like Importance Sampling to resolve complex biological hypotheses. Recently he developed statistical tools for whole-genome sequence analysis that robustly infer population demographic history at scale. Comfortable bridging academic research and production-grade code, he brings deep domain knowledge of genomics together with practical engineering to turn massive biological datasets into actionable insights.
12 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Mathematical Biology, Doctor of Philosophy - PhD, Mathematical Biology at University of Montpellier
English, French, Telugu, Hindi, Bengali
Github Skills (30)
historical10
approximate9
simulate9
genetics9
genetic9
wrapping9
genomics9
sequence8
nonlinear8
simulation8
nonlinear-optimization7
bioinformatics7
julia7
optimization6
inference6
Programming languages (9)
Github contributions (5)
champost/ABLE
Jun 2015 - Jul 2018
Contributions:2 releases, 242 commits, 1 PR in 3 years 1 month
estimationlikelihoodjuliaableapproximate
champost/SimLinkedBSFS
Feb 2016 - Jun 2018
Contributions:1 release, 6 pushes, 1 branch in 2 years 4 months
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