Postdoctoral Appointee
Current
Jul 2024 - Present
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Marc Singleton Email & Phone Number
Computational Biologist
at
Sandia National Laboratories
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✓ Verified May 2026
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Profile completeness 86%
Current company
Role
Computational Biologist
Location
Oakland, California, United States
Company size
Who is Marc Singleton? Overview
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Quick answer
Marc Singleton is listed as Computational Biologist at Sandia National Laboratories, a company with 8667 employees, based in Oakland, California, United States. AeroLeads shows a matched LinkedIn profile for Marc Singleton.
Marc Singleton previously worked as Postdoctoral Appointee at Sandia National Laboratories and Postdoctoral Associate at Howard Hughes Medical Institute. Marc Singleton holds Doctor Of Philosophy - Phd, Biophysics from University Of California, Berkeley.
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Sandia National Laboratories
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Profile bio
About Marc Singleton
I am a computational biologist with experience in deriving meaningful insights from high-dimensional data seeking to apply state-of-the-art methods to diverse biological questions. My strong foundation in traditional statistical modeling and modern machine learning techniques complements a deep expertise in modeling biological sequences, and I excel at translating technical concepts to diverse audiences.You can view my work here:https://github.com/marcsingletonBackground photo:A network representation of homology relationships where nodes represent protein sequences in 33 different Drosophila genomes and edges represent best reciprocal hits between those sequences resulting from BLAST searches. Orthologous groups of proteins can be defined as sets of densely connected nodes.
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Sandia National Laboratories
4 roles
Marc Singleton work experience
A career timeline built from the work history available for this profile.
Postdoctoral Associate
- Trained generative deep learning models based on transformer and diffusion architectures to learn meaningful representations of disordered proteins
May 2023 - May 2024
Graduate Student Researcher (Biophysics Graduate Program)
- Designed a bioinformatics pipeline in Python to robustly identify and align orthologous proteins in 33 Drosophila genomes using BLAST searches conducted on HPC clusters and graph clustering techniques
- Conducted multivariate analyses of over 40 biochemical features associated with disordered regions in the aligned proteins using statistical models of trait evolution
- Implemented algorithms for fitting mixture models and HMMs to data and published the code as two standalone packages to PyPI alongside tutorials illustrating their use
Aug 2017 - May 2023
Postbaccalaureate Fellow
- Optimized UPLC-MS/MS methods for the analysis of animal pharmacokinetic studies of candidate drug compounds for several concurrent projects with diverse stakeholders, contributing to three publications
May 2016 - Jul 2017
Team & coworkers
Colleagues at Sandia National Laboratories
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SL
Stacey Long Reynolds
Colleague at Sandia National Laboratories
Broomfield, Colorado, United States, United States
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MM
Miriam Maldonado
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JW
Jon Wegener
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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AV
Amy Varner, Mba, Pmp
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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AB
Ana Baca
Colleague at Sandia National Laboratories
Los Lunas, New Mexico, United States, United States
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JT
Juanita Trevino
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JP
Jazmine P.
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JD
Jasmine Del Campo
Colleague at Sandia National Laboratories
Albuquerque-Santa Fe Metropolitan Area, United States
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PO
Parker Ottaway
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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TC
Tina Chou
Colleague at Sandia National Laboratories
Livermore, California, United States, United States
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Stacey Long Reynolds
Colleague at Sandia National Laboratories
Broomfield, Colorado, United States, United States
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MM
Miriam Maldonado
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JW
Jon Wegener
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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AV
Amy Varner, Mba, Pmp
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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AB
Ana Baca
Colleague at Sandia National Laboratories
Los Lunas, New Mexico, United States, United States
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JT
Juanita Trevino
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JP
Jazmine P.
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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JD
Jasmine Del Campo
Colleague at Sandia National Laboratories
Albuquerque-Santa Fe Metropolitan Area, United States
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PO
Parker Ottaway
Colleague at Sandia National Laboratories
Albuquerque, New Mexico, United States, United States
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TC
Tina Chou
Colleague at Sandia National Laboratories
Livermore, California, United States, United States
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2 education records
Marc Singleton education
Doctor Of Philosophy - Phd, Biophysics
Bachelor Of Arts - Ba, Chemistry, Mathematics
FAQ
Frequently asked questions about Marc Singleton
Quick answers generated from the profile data available on this page.
What company does Marc Singleton work for?
Marc Singleton works for Sandia National Laboratories.
What is Marc Singleton's role at Sandia National Laboratories?
Marc Singleton is listed as Computational Biologist at Sandia National Laboratories.
Where is Marc Singleton based?
Marc Singleton is based in Oakland, California, United States while working with Sandia National Laboratories.
What companies has Marc Singleton worked for?
Marc Singleton has worked for Sandia National Laboratories, Howard Hughes Medical Institute, University Of California, Berkeley, and National Center For Advancing Translational Sciences (Ncats).
Who are Marc Singleton's colleagues at Sandia National Laboratories?
Marc Singleton's colleagues at Sandia National Laboratories include Stacey Long Reynolds, Miriam Maldonado, Jon Wegener, Amy Varner, Mba, Pmp, and Ana Baca.
How can I contact Marc Singleton?
You can use AeroLeads to view verified contact signals for Marc Singleton at Sandia National Laboratories, including work email, phone, and LinkedIn data when available.
What schools did Marc Singleton attend?
Marc Singleton holds Doctor Of Philosophy - Phd, Biophysics from University Of California, Berkeley.
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