Nuha Bintayyash
AI And Genome Consultant at البرنامج الوطني لتطوير الثروة الحيوانية والسمكية | National Livestock &Fisheries Development Program
Riyadh, Riyadh Region, Saudi Arabia
Summary
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Senior🎓
Top SchoolNuha Bintayyash is an AI and genome consultant and computational biologist with nearly a decade of experience applying probabilistic ML and causal inference to healthcare and genomics. With a PhD in Computer Science from the University of Manchester and an academic track record at King Saud University, she develops scalable Gaussian process tools (GPcounts) for RNA-seq and single-cell analysis and embeds numerical safeguards to make them robust in practice. She now leads national efforts to build sovereign, explainable AI-driven genomic evaluation platforms for Saudi livestock and fisheries, bridging policy, bioinformatics, and data governance aligned with Vision 2030. Nuha’s work combines rigorous methodological research—reinforcement learning, Gaussian processes, causal models—with hands-on deployment and ethics-aware governance, making her equally at home in the lab, the codebase, and the boardroom.
9 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at The University of ManchesterMaster's degree Computer Science, Master's degree Computer Science at King Saud University
Github Skills (19)
stochastic-processes9
information-theory9
gpflow9
gaussian9
gaussian-processes8
manifold8
bayesian-statistics8
deep-learning6
machine-learning6
variational-inference6
differential-expression5
tensorflow5
rna-seq4
transcriptomics3
microbiome3
Programming languages (3)
Github contributions (5)
ManchesterBioinference/GPcounts
Jan 2020 - Jan 2022
Gaussian process regression package for counts data with negative binomial and zero-inflated negative binomial likelihoods
Contributions:2 releases, 18 commits, 21 pushes in 2 years
NuhaSaud/ZIFA_Figure3
Jan 2017 - Feb 2017
Contributions:5 pushes, 1 branch in 17 days
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