John Nesbit
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John Nesbit Email & Phone Number

Location: United States, United States, United States 6 work roles 2 schools
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Role
Research Assistant
Location
United States, United States, United States

Who is John Nesbit? Overview

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John Nesbit is listed as Research Assistant at College of Computing at Georgia Tech, based in United States, United States, United States. AeroLeads shows a matched LinkedIn profile for John Nesbit.

John Nesbit previously worked as Research Assistant at Odum School Of Ecology and Research Assistant at The University Of Georgia. John Nesbit studied at Georgia Institute Of Technology.

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Email format at College of Computing at Georgia Tech

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College of Computing at Georgia Tech

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About John Nesbit

Throughout my academic career, I've had the opportunity to work in a variety of professional environments—from legal tech to public health research. I’ve developed robust software solutions, such as a desktop application that processed terabytes of image data for Norris Injury Law, saving over 200 hours of manual work. I also fine-tuned machine learning models to extract and map Civil War court martial data across locations, a project that combined historical insights with current technology.In the research domain, I’ve tackled interdisciplinary projects that involve data science, algorithm development, and public health. At the UGA Center for the Ecology of Infectious Diseases, I developed a clustering algorithm to solve collinearity issues in social science data and provided data-driven insights for vaccination strategies. I’ve also contributed to a NSF grant proposal and was recognized for my presentation skills in a language model research project at the UGA School of Computing.I am always exploring new ways to challenge myself technically. Whether that be in creating a mobile game on IOS in C# to winning a silver medal a Kaggle Competition with gradient boosting models, My technical toolkit includes languages like Python, Java, C#, and R and frameworks/tools like Pytorch, Pandas/Numpy, and .NET.I'd love to apply my experiences in software engineering and data analysis to more real-world challenges through internships or co-ops.

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College of Computing at Georgia Tech
College Of Computing At Georgia Tech
Research Assistant
United States
AeroLeads page
6 roles

John Nesbit work experience

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Research Assistant

  • Authored an exploratory data analysis article that was used to onboard post-docs and grad students
  • Designed a mutual-information-based graph clustering algorithm which reduced confoundedness in our analyses
  • Drafted a white-paper on evaluating data-driven vaccination strategies by analyzing social science data with causal inference algorithms in R to inform public health institutions
Jun 2024 - Aug 2024

Research Assistant

  • Published a paper in the Journal of Big Data showing that "The bitter lesson" does not yet apply to the task of forecasting COVID-19 spread
  • Engineered data pipelines to unify transformer-based time-series forecasting models’ codebases for grad projects
  • Contributed over two pages to an NSF grant proposal focused on knowledge infusion in language models
  • Won runner-up for best presentation on research, which was judged by non-technicals, in the 50 strong internship
Aug 2023 - May 2024

Software Developer

Athens, Georgia, United States

  • Developed a desktop application in C# that processed and searched terabytes of image files, saving over 200 hours of work for my clients
  • Consulted with multiple non-technical clients to engineer requirements for the application and its UI
Feb 2023 - Jun 2023

Software Contractor

  • Finetuned a language model to pick out location names from a database of 70,000 Civil war–era court martials
  • Geocoded a location name database to map court martials
Dec 2022 - Jan 2023

Research Intern

  • Leveraged gradient-boosted trees, neural nets, and traditional statistical tests on the Population Assessment of Tobacco and Health (PATH) database to evaluate factors leading to nicotine addiction cessation
Jul 2022 - Sep 2022
2 education records

John Nesbit education

FAQ

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What company does John Nesbit work for?

John Nesbit works for College of Computing at Georgia Tech.

What is John Nesbit's role at College of Computing at Georgia Tech?

John Nesbit is listed as Research Assistant at College of Computing at Georgia Tech.

Where is John Nesbit based?

John Nesbit is based in United States, United States, United States while working with College of Computing at Georgia Tech.

What companies has John Nesbit worked for?

John Nesbit has worked for College Of Computing At Georgia Tech, Odum School Of Ecology, The University Of Georgia, Norris Injury Law Group, and Georgia Tech Scheller College Of Business.

How can I contact John Nesbit?

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What schools did John Nesbit attend?

John Nesbit studied at Georgia Institute Of Technology.

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