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Data scientist and physics-based modeler with experience in the energy / chemicals industry. Demonstrated ability to solve diverse business problems and rapidly learn new skills. Integrates well with R&D, engineering, and business teams to deliver new technologies.
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Data Scientist (R And D)ExxonmobilNew York, Ny, Us
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Data Scientist (R&D)Exxonmobil Sep 2021 - PresentUsBuild machine-learning models incorporating physics domain knowledge to increase manufacturing efficiency, accelerate R&D, and reduce business risk.• Generative AI for images containing scientific data. Presented work at industry conference: “GAN-based priors for Bayesian inference of subsurface geology at large scale.” 4th Int. Meeting for Applied Geoscience and Energy. SEG & AAPG, 2024.• Time Series Analysis / Forecasting on operational (plant) data.• Design of Experiments.
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Modeler / Chemical Engineer (R&D)Exxonmobil Sep 2014 - Aug 2021UsScaled up R&D concepts into commercial manufacturing plants and CO2 reduction technologies. Designed equipment and optimized process conditions using physics models with inputs/validation from lab/commercial data.• Led evaluation of technology options to mitigate largest CO2 source at a commercial facility. • Leveraged model to screen new ideas for novel CO2 capture technology. Patent application submitted.• Conducted computational fluid dynamics simulations to design equipment for polymer process. Received two patents and Global Technology Award from ExxonMobil Chemical company.• Automated data merging from multiple lab instruments using Python.• Represented ExxonMobil at industrial consortium as subject matter expert in industrial mixing. Diagnosed costly mixing issue in commercial plant and was recognized with ExxonMobil Lubricants Technology Excellence Award.• Patents granted/pending: US11779899B2, US11752486B2, US11286427B2, US11279884B2, US10626064B2, US11718818B2, US20210222111A1.
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Assistant In ResearchPrinceton University Jan 2010 - Aug 2014Princeton, Nj, UsSimulated polymer molecules on supercomputers using both dynamical (Newton’s 2nd Law) and Monte Carlo approaches. Application: improve materials for hydrogen fuel cells (zero-emission cars).• Implemented Monte Carlo calculation on GPU’s, leading to 60x speedup and publication. • Combined Python code with C++/CUDA to speed up computational bottlenecks while maintaining an easy-to-use interface.• 4 first-author publications.Advisors: A.Z. Panagiotopoulos, P.G. Debenedetti, J. B. Benziger -
Assistant In InstructionPrinceton University Sep 2012 - Jan 2013Princeton, Nj, UsConducted help sessions and graded assignments for CBE 503, a graduate thermodynamics course.
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Assistant In InstructionPrinceton University Feb 2011 - Jun 2011Princeton, Nj, UsConducted help sessions and graded assignments for CBE 246, an undergraduate thermodynamics course.
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Undergraduate Teaching AssistantRice University Jan 2009 - May 2009Houston, Tx, UsConducted help sessions and graded assignments for CHBE 305, an introductory course on numerical methods in chemical engineering. -
Summer Research Intern (Nsf Reu Program)University Of Colorado Boulder Jun 2008 - Aug 2008Boulder, Colorado, UsWorked in the lab of Prof. Daniel K. Schwartz in the Department of Chemical and Biological Engineering. Deposited aligned DNA molecules on surfaces and studied the behavior of nematic liquid crystal films on top of these DNA surfaces. The goal was to develop a less expensive DNA microarray. Won awards in two poster competitions. -
Undergraduate ResearcherRice University May 2007 - May 2008Houston, Tx, UsWorked in the lab of Prof. Robert F. Curl in the Department of Chemistry. Wrote software to control the hardware of a new type of fluorescence microscope. Provided a graphical interface for the user. Incorporated image processing functions into the program. Research resulted in a publication.
Kevin Daly Skills
Kevin Daly Education Details
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Princeton UniversityChemical Engineering -
Rice UniversityChemical Engineering
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Phillips Academy
Frequently Asked Questions about Kevin Daly
What company does Kevin Daly work for?
Kevin Daly works for Exxonmobil
What is Kevin Daly's role at the current company?
Kevin Daly's current role is Data Scientist (R and D).
What is Kevin Daly's email address?
Kevin Daly's email address is ke****@****bil.com
What is Kevin Daly's direct phone number?
Kevin Daly's direct phone number is (949) 600*****
What schools did Kevin Daly attend?
Kevin Daly attended Princeton University, Rice University, Phillips Academy.
What skills is Kevin Daly known for?
Kevin Daly has skills like Molecular Simulation, Gpu Computing, C, C++, Python, Cuda, Latex, Fortran, Matlab, Mathematica, Linux, Gromacs.
Who are Kevin Daly's colleagues?
Kevin Daly's colleagues are Surya Revanth, Caleb Terry, Segun Aratunde, Srikrishnan T K, Raif Shamil, Teresa Andrew, Lermarn Uma.
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