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Michael Lightfoot is listed as Statistics Ph.D. Student | Data Science | Functional Data Analysis | R | Python at Duke Clinical Research Institute, a with 933 employees, based in Cary, North Carolina, United States. AeroLeads shows a work email signal at iqvia.com and a matched LinkedIn profile for Michael Lightfoot.
Michael Lightfoot previously worked as Lead Statistician at Duke Clinical Research Institute and Graduate Research Assistant at North Carolina State University. Michael Lightfoot holds Doctor Of Philosophy - Phd, Statistics from North Carolina State University.
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Student currently pursuing an M.S. in Statistics at North Carolina State University with hopes of transitioning into a PhD program in Statistics or Data Science after graduation in May 2023. Passionate about applying data-driven machine learning and alternative statistical methods to large-scale real-world problems our society faces each day.
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Durham, North Carolina, United States
Designing statistical analysis plans (SAPs) for clinical trial secondary analyses based on discussions with medical practitioners. Engaging in responsible statistical practices with real patient data.Implementing Cox proportional hazards models in SAS with interpretable visualizations for medical collaborators to gain insight into treatment effectiveness and potential confounding variables.
Raleigh, North Carolina, United States
Developing statistical methodology for analyzing truncated functional data to minimize patient burden in a hospital setting. Performing simulation studies in R to verify theoretical results.Presenting research findings at ICSA 2024 and IBC 2024 statistics conferences.
Raleigh, North Carolina, United States
Virtual teaching assistant for Master’s level courses in Bayesian Inference in R and Big Data in Python.Led problem sessions and office hours pertinent to student needs. Provided relevant feedback on assignments.
Chapel Hill
Collaborated with the Criminal Justice Innovation Lab to expand the capabilities of the Measuring Justice Dashboard under the R shiny framework.Produced dynamic informative visualizations of criminal justice statistics throughout North Carolina viaHighcharts, providing county-level context for policy makers and the public.Produced informative visualizations of various statistics regarding criminal justice throughout North Carolina, providing county-by-county context for policy… Show more Collaborated with the Criminal Justice Innovation Lab to expand the capabilities of the Measuring Justice Dashboard under the R shiny framework.Produced dynamic informative visualizations of criminal justice statistics throughout North Carolina viaHighcharts, providing county-level context for policy makers and the public.Produced informative visualizations of various statistics regarding criminal justice throughout North Carolina, providing county-by-county context for policy makers and the public. Show less
Durham, North Carolina, United States
Produced a research survey on transfer learning for relevant Natural Language Processing (NLP) use cases.Leveraged transfer learning with transformer based neural networks in Python via tensorflow, measurably improving on key text classification benchmarks of the competing model presently used by the team.Developed keyword extraction models to parse through clinical trial protocols, quantifying patient burden.
Raleigh, North Carolina, United States
Led one-on-one remote sessions for the 2021 Summer and Fall academic semesters. Provided individualized support for 20+ students throughout this period with a focus on college-level physics and mathematics courses.Popular courses included Mechanics, Electricity and Magnetism, Multivariable Calculus, Linear Algebra, and Differential Equations. Identified lagging skills and customized training plans for my students. Received a 100% satisfaction rate with all students.
Chapel Hill, North Carolina, United States
Led an individual project under Professor Pedro Sáenz investigating the hydrodynamic quantum analog of walking droplets.Designed and implemented a mathematical model in MATLAB inspired from existing research to represent the droplets' motion throughout a parameter regime and supplement experimental results. Engaged in weekly discussions regarding various projects, with frequent formal presentations of theoretical and experimental progress to the PML group.
Managed the needs of tens of customers concurrently on weeknights throughout my undergraduate career.Trained new waiters on existing organizational protocols to increase team efficiency. Maintained an excellent relationship with Sigma Sigma Sigma staff in order to be retained for four years.
Raleigh, North Carolina, United States
Explored VR technology to discover potential use cases for clients. Designed Alexa Skills in JavaScript to leverage built-in Natural Language Processing for clients. Gained additional experience with HTML, CSS, and AWS.
Other employees you can reach at dcri.org. View company contacts for 933 employees →
Courtney Mann, Ma, Pmp®, Ccrp®
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Susan Greene
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Austin Batse
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Laura Bracey
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Carletta Jemison
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Kia Oliver
Colleague at Duke Clinical Research InstituteRaleigh, North Carolina, United States
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Marissa Bruce, Ma, Ccrc
Colleague at Duke Clinical Research InstituteChapel Hill, North Carolina, United States
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Crystal Cannon
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Amanda Harrington
Colleague at Duke Clinical Research InstituteDurham, North Carolina, United States
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Shrabani Sharma
Colleague at Duke Clinical Research InstituteRaleigh-Durham-Chapel Hill Area, United States
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Treasurer, Statistics Graduate Student Association University Graduate Fellowship National Heart, Lung, and Blood Institute (NHLBI).
Rawlings Family Award for Communication in Data Science
Activities and Societies: Society of Physics Students (Member: 2017-2021, Mentor: 2020-2021)
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Michael Lightfoot works for Duke Clinical Research Institute.
Michael Lightfoot is listed as Statistics Ph.D. Student | Data Science | Functional Data Analysis | R | Python at Duke Clinical Research Institute.
AeroLeads has found 1 work email signal at @iqvia.com for Michael Lightfoot at Duke Clinical Research Institute.
Michael Lightfoot is based in Cary, North Carolina, United States while working with Duke Clinical Research Institute.
Michael Lightfoot has worked for Duke Clinical Research Institute, North Carolina State University, Unc School Of Government, Iqvia, and Varsity Tutors, A Nerdy Company.
Michael Lightfoot's colleagues at Duke Clinical Research Institute include Courtney Mann, Ma, Pmp®, Ccrp®, Susan Greene, Austin Batse, Laura Bracey, and Carletta Jemison.
You can use AeroLeads to view verified contact signals for Michael Lightfoot at Duke Clinical Research Institute, including work email, phone, and LinkedIn data when available.
Michael Lightfoot holds Doctor Of Philosophy - Phd, Statistics from North Carolina State University.
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