
Sam Danziger
My main research interest is using computer models and high-throughput ‘omics experiments to speed up the pace of... | Seattle, Washington, United States
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Sam Danziger’s Emails sa****@bm****.com
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Sam Danziger’s Location Seattle, Washington, United States
Sam Danziger’s Expertise My main research interest is using computer models and high-throughput ‘omics experiments to speed up the pace of biological discovery. I use statistical and bioinformatics techniques to model biological systems and develop large-scale, integrated networks with biclusters of conditionally co-regulated genes. I’ve pioneered active learning techniques to identify which new experiments will be the most informative and developed machine learning and information theory techniques to find biomarkers that best predict phenotypes such as disease susceptibility. I have successfully applied these techniques to study cancer, peroxisomes, ALS, Alzheimer’s disease, and malaria. Recently I have focused on computational cellular immunology – deconvolving immune and stromal cells present in gene expression data taken from tumor samples.
Sam Danziger’s Current Industry Amazon
Sam
Danziger’s Prior Industry
Compaq
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Annapolis Micro Systems
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University Of California Irvine
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Institute For Systems Biology
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Precyte
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Center For Infectious Disease Research
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Celgene
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Bristol Myers Squibb
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Amazon
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Work Experience

Amazon
Senior Computational Biologist
Sat Jan 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Bristol Myers Squibb
Principal Scientist
Fri Nov 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Jan 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)
Celgene
Senior Scientist
Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Fri Nov 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)
Center For Infectious Disease Research
Senior Scientist
Fri Jan 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
Precyte
Bioinformatics Director
Tue Sep 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time) — Tue Feb 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)
Institute For Systems Biology
Bioinformatics Scientist
Mon Mar 01 2010 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of California Irvine
Biomedical Engineering PhD.
Tue Oct 01 2002 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Jan 01 2009 00:00:00 GMT+0000 (Coordinated Universal Time)
Annapolis Micro Systems
Software Scientist
Fri Jun 01 2001 00:00:00 GMT+0000 (Coordinated Universal Time) — Wed Aug 01 2001 00:00:00 GMT+0000 (Coordinated Universal Time)
Annapolis Micro Systems
Software Co-op
Wed Dec 01 1999 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon May 01 2000 00:00:00 GMT+0000 (Coordinated Universal Time)
Compaq
Co-op
Tue Jun 01 1999 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Aug 01 1999 00:00:00 GMT+0000 (Coordinated Universal Time)