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The document details dissertation and capstone work in metabolic modeling and machine learning, multi-omic analysis, genome-scale model development, and applications to fermentation, syngas utilization, and metabolic engineering. It also summarizes selected honors, teaching and tutoring experience, and a publication and invited-talk 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[garrettroell.com](garrettroell.com)  \nlab website [lab.garrettroell.com](lab.garrettroell.com)[ ](lab.garrettroell.com)GitHub [github.com/garrettroell](github.com/garrettroell)  \nPh.D., Energy, Environmental  \n& Chemical  \nEngineering  \nB.S., Biomedical Engineering  \nUniversity of Hawaiʻi  \nWashington University  \nTufts University  \nEDUCATION  \nWashington University in St. Louis 2017-2023  \nAdvisor: Prof. Yinjie Tang  \nDissertation Title: “The Development of Metabolic Models and Machine Learning Methods for Biofuel-Producing Bacteria”  \nTufts University 2012-2016  \nAdvisor: Prof. David Kaplan  \nCapstone Title: “Biocompatible Conductive Hydrogels for Use in Actuators”  \nPRESENT POSITION  \nUniversity of Hawaiʻi at Mānoa 2023-Present  \nAssistant Professor, Department of Molecular Biosciences and Bioengineering College of Tropical Agriculture and Human Resources  \nSELECTED HONORS ANDAWARDS  \nAir Force Summer Faculty Fellow 2024 Faculty Research Travel Award 2024  \nArticle on the Cover of ACS Synthetic Biology 2023 EECE Graduate Student Travel Award 2022  \nDOE Office of Science Graduate Student Research Award 2021 Best ‘Social Programming Event’ Liberman Award 2020 Bruce Rittman Graduate Fellowship  \nMagna Cum Laude Honors Dean’s List All Semesters  \nWashington University  \nLawrence Berkeley  \nNational Lab  \nTufts University  \nTufts University  \nTufts University  \nTufts University  \nWashington University  \nRESEARCH EXPERIENCE  \nGraduate Student Researcher 2018-2023  \nMulti-omic analysis of aromatic tolerant biofuel producer Rhodococcus opacus Machine learning and kinetic modeling of syngas-consuming Clostridium species Advised by Prof. Yinjie Tang · Tang Research Group  \nDOE Graduate Fellow 2021-2022  \nDevelopment of a genome scale model for R. opacus  \nIntegration of transcriptomics into the genome-scale model  \nAdvised by Dr. Héctor García Martín · García Martín Research Group  \nUndergraduate Researcher 2015-2016  \nInvestigated the conductivity and Young's modulus of polymer doped silk gels Applied findings to optimize displacement of ionic gel actuators for soft robotics  \nAdvised by Prof. David Kaplan · Kaplan Research Group  \nUndergraduate Researcher 2015-2016  \nSilk Composite RFID Biosensor for measuring blood glucose levels  \nEvaluated the sheet resistance and resistivity of a silk-carbon nanotube composites Advised by Prof. Fio Omenetto · Omenetto Research Group  \nUndergraduate Researcher 2014  \nSilk-Plankton Chimera Proteins for Tissue Engineering  \nCompleted plasmid construction and bacterial transformation for eight cell lines Advised by Prof. David Kaplan · Kaplan Research Group  \nUndergraduate Researcher 2013-2014  \nImmunoaffinity-Based Microfluidics Device for Exosome Isolation  \nDesigned and fabricated a microfluidic device using 3D modeling to detect cancer Advised by Prof. Qiaobing Xu · Xu Research Group  \nPROFESSIONAL EXPERIENCE  \nPost-Doctoral Researcher 2023-present  \nMulti-omic analysis of aromatic tolerant biofuel producer Rhodococcus opacus Machine learning and kinetic modeling of syngas-consuming Clostridium species Advised by Prof. Yinjie Tang · Tang Research Group  \nGenesys Diagnostic Inc  \nInspirica Tutors  \n(6)  \n(5)  \n(4)  \n(3)  \n(2)  \n(1)  \n(3)  \n(2)  \n(1)  \nLab Technician Intern 2013  \nPerpared cell lines for karyotyping by fixing samples on microscope slides  \nPerformed Fluorescence In Situ Hybridization (FISH) on cell lines East Lyme, CT · Genesys Diagnostic Inc  \nProfessional Tutor 2016-2017  \nTutored over 30 students for SAT, ACT, and SSAT Newton Center, MA  \nPUBLICATIONS  \nA Worland, Z Han,…, YJ Tang, WW Su*, GW Roell* . Elucidation oftriacylglycerol catabolism in Yarrowia lipolytica: How cells balance acetyl-CoA and excess reducing equivalents. (2024)  \n* = corresponding author  \nZ Xiao, W Li,…, GW Roell*, Y Chen*, YJ Tang* . Generative artificial intelligence GPT- 4 accelerates","cbCaim695Q3fIGbD","https://ap.wps.com/l/cbCaim695Q3fIGbD","pdf",96443,"English","# Education\n## Present Position\n## Selected Honors and Awards\n## Research Experience\n## Professional Experience\n## Publications\n## Invited Talks","[{\"question\":\"What kinds of achievements and outputs are listed in the CV?\",\"answer\":\"The CV includes selected honors and awards, research and professional experience, peer-reviewed publications (including in preparation), and invited conference talks with titles and dates.\"}]","GARRETT ROELL - Curriculum Vitae | PDF"]