Xiyu Peng
Assistant Professor at Texas A&M University
College Station, Texas, United States
Summary
👤
Senior🎓
Top SchoolXiyu Peng is an Assistant Professor and bioinformatics/statistics researcher with nine years of experience bridging computational methods and biological questions. Trained at Iowa State University (Ph.D. in Bioinformatics/Statistics) and with postdoctoral work at Memorial Sloan Kettering, she develops statistical approaches for complex biomedical data and teaches quantitative courses. Based in College Station, her work blends rigorous method development with applied cancer research, reflecting a track record from academic research assistant roles to a faculty appointment at Texas A&M. She brings practical coding and reproducible analysis practices (GitHub focus: biostatistics/bioinformatics) to translate multidisciplinary problems into actionable insights.
9 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Bioinformatics/Statistics, Doctor of Philosophy (Ph.D.), Bioinformatics/Statistics at Iowa State UniversityBachelor’s Degree, Biotechnology /Applied Mathematics, Bachelor’s Degree, Biotechnology /Applied Mathematics at Sun Yat-sen Univeristy
Chinese, English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
bioinformatics10
denoising10
package-management9
conda9
illumina9
bioconda8
machine-learning6
genomics6
cran6
clustering5
single-cell-genomics4
sequence4
similarity3
single-cell-analysis2
spatial-data-analysis1
Programming languages (5)
Github contributions (5)
xiyupeng/AmpliCI-UMI
Jun 2022 - Oct 2023
AmpliCI with UMI information
Contributions:1 review, 2 PRs, 10 pushes in 1 year 4 months
DormanLab/AmpliCI
Jan 2020 - Nov 2022
AmpliCI, a model-based algorithm for denoising Illumina amplicon data.
Contributions:6 releases, 160 commits, 2 PRs in 2 years 10 months
model-basedampliconilluminamachine-learningdenoising
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