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Scientist and leader with a track record of transforming data into insight. I build tools, processes and teams to structure, integrate and distill biological data into formats for stakeholders to make effective decisions. A few notable accomplishments include:- Founded a team that innovates approaches to curation, characterization and communication of information about best-in-class genetic parts. Identified DNA yielding ~30-fold performance improvement.- Developed software packages and visualization tools to identify "hits" in high-throughput CRISPR-based gene editing experiments. - Harnessed synthetic and evolutionary biology to understand how genome organization shapes its function- Architected robust data processing pipelines for processing and managing large-scale, high-throughput, multi-omic biological data- Developed ensemble-learning approaches to infer biological mechanisms from -omic scale data
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Principal Scientist, Computational BiologyGenerate:Biomedicines Oct 2024 - PresentSomerville, Massachusetts, Us -
Design Group Lead (Associate Director), Genetic Parts CurationGinkgo Bioworks, Inc. Jan 2023 - Aug 2024Boston, Ma, Us- Built a team that innovates approaches to curation, characterization and communication of information about best-in-class genetic parts- Leveraging machine learning and AI to make biology easier to engineer- Fine-tuning DNA foundation models for multiple, application-specific tasks -
Staff Scientist, Data ScienceInscripta, Inc. Jun 2022 - Dec 2022Pleasanton, California, Us- Developed a software ecosystem for analysis and interpretation of selection experiments using highly-multiplexed, CRISPR-engineered cell libraries.- Worked across the organization, with experimentalists, project managers, software engineers and senior leadership, to establish end-to-end customer workflows.- Helped internal and external customers transform high-dimensional selection data into insights, resulting in 3 publications and 3 patent applications. -
Sr. Data Scientist IiInscripta, Inc. Dec 2020 - Jun 2022Pleasanton, California, Us -
Research ScientistEmbl Jun 2019 - Dec 2020Heidelberg, De -
Postdoctoral Fellow, EipodEmbl May 2015 - May 2019Heidelberg, DeSteinmetz group, Genome Biology Unit -
PostdocInstitute For Systems Biology Aug 2014 - Mar 2015Seattle, Washington, UsBaliga lab -
Phd Graduate StudentInstitute For Systems Biology Jul 2009 - Aug 2014Seattle, Washington, Us Gene regulatory network (GRN) inference Microbial physiology Big data analytics Statistical modeling Machine learning Systems and synthetic biology -
Summer School ParticipantSanta Fe Institute Jun 2011 - Jun 2011Santa Fe, Nm, UsThe annual Complex Systems Summer School provides an intensive introduction to complex behavior in mathematical, physical, living and social systems for graduate students and postdoctoral fellows. -
Nih Prep ScholarUniversity Of New Mexico 2007 - 2008
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Undergraduate ResearcherUniversity Of New Mexico 2002 - 2007
Aaron Brooks Skills
Aaron Brooks Education Details
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University Of WashingtonCell/Cellular And Molecular Biology -
The University Of New MexicoBiochemistry -
The University Of New MexicoPolitical Science And Government -
Rio Rancho High School
Frequently Asked Questions about Aaron Brooks
What company does Aaron Brooks work for?
Aaron Brooks works for Generate:biomedicines
What is Aaron Brooks's role at the current company?
Aaron Brooks's current role is Bridging biology and computation.
What is Aaron Brooks's email address?
Aaron Brooks's email address is aa****@****pta.com
What schools did Aaron Brooks attend?
Aaron Brooks attended University Of Washington, The University Of New Mexico, The University Of New Mexico, Rio Rancho High School.
What skills is Aaron Brooks known for?
Aaron Brooks has skills like Genomics, Systems Biology, R, Cell, Molecular Biology, Python, Data Analysis, Synthetic Biology, Microbiology, Bioenergy, Machine Learning, Big Data.
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