Esteban Coronel
Data Scientist at Core Digital Media- Claim this Profile
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Bio
Experience
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Core Digital Media
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United States
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Software Development
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100 - 200 Employee
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Data Scientist
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Jun 2022 - Present
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Harbor Freight Tools
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United States
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Retail
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700 & Above Employee
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Data Scientist
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Nov 2021 - Jun 2022
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Q-Centrix
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United States
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Hospitals and Health Care
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500 - 600 Employee
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Data Scientist
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Sep 2021 - Nov 2021
San Diego, California, United States
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Jr. Data Scientist
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Oct 2019 - Sep 2021
San Diego, California, United States - Ideated, developed, and helped production deployment of a sampling algorithm to maximize statistical confidence in the continuous measure of new quality metric while minimizing auditing costs by minimizing the sample size. - Created a tableau report to analyze the results of monthly sampling and provide insight into areas of interests, such as volume, quality, and completion trends. - Developed a benchmarking engine to segment data and assess performance against a predetermined… Show more - Ideated, developed, and helped production deployment of a sampling algorithm to maximize statistical confidence in the continuous measure of new quality metric while minimizing auditing costs by minimizing the sample size. - Created a tableau report to analyze the results of monthly sampling and provide insight into areas of interests, such as volume, quality, and completion trends. - Developed a benchmarking engine to segment data and assess performance against a predetermined standard. - Led a two month exploratory analysis of the company's central tool which resulted in four possible data science projects related to quality improvements, automation, and redundancy reduction. - Created worker learning model to understand the learning process and adjust incentives. - Provided exploratory analysis in multiple business areas, including workforce planning, finance projections, and quality control.
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University of Michigan
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United States
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Higher Education
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700 & Above Employee
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Graduate Student Researcher
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2019 - 2019
Ann Arbor, MI • Studied the reproduction dynamics and characteristics of cancer cells • Created a population dynamics model to study the behavior of cancer subpopulations introducing the combined effects of quiescence and plasticity • Conducted data fitting of experimental data to the new model and found steady state solutions of the model analytically and numerically using MATLAB • Produced predictions for cancer subpopulation fractions based on data fitted values and found predictions for growth… Show more • Studied the reproduction dynamics and characteristics of cancer cells • Created a population dynamics model to study the behavior of cancer subpopulations introducing the combined effects of quiescence and plasticity • Conducted data fitting of experimental data to the new model and found steady state solutions of the model analytically and numerically using MATLAB • Produced predictions for cancer subpopulation fractions based on data fitted values and found predictions for growth regimes
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Graduate Student Instructor
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Sep 2017 - Dec 2018
Ann Arbor, MI • Acted as the primary instructor for sections of Pre-Calculus and Calculus • Created all lessons plans, problem sets, and quizzes according to a teaching schedule • Provided lecture and held routine office hours to instruct students • Graded all written homework, quizzes, and exams for classes of approx. 20 students
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UC Irvine
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United States
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Higher Education
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700 & Above Employee
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Research Assistant
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Jun 2015 - Aug 2015
Mathematical and Computational Biology for Undergraduates Program (MCBU), UCI • Managed and presented a biostatical research project creating stochastic models of viral cell reproduction for analysis by team leadership in the Evolutionary Biology department • Obtained expertise in statistical software (MATLAB) and gained exposure to other statistical interfaces • Met and exceeded simulation and forecast model expectations in bi-weekly stand up meetings with project… Show more Mathematical and Computational Biology for Undergraduates Program (MCBU), UCI • Managed and presented a biostatical research project creating stochastic models of viral cell reproduction for analysis by team leadership in the Evolutionary Biology department • Obtained expertise in statistical software (MATLAB) and gained exposure to other statistical interfaces • Met and exceeded simulation and forecast model expectations in bi-weekly stand up meetings with project leadership • Obtained subject matter expertise in the applicability of differential mathematics Show less
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Paralegal
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Dec 2006 - Oct 2014
Placentia, California • Effectively executed 30+ high value settlements • Calculated actuarial costs to analyze probability of success and settlement options • Implemented efficiency mechanisms for firm including client retention procedures, customer billings initiatives, and a defined organizational structure • Managed 5 paralegals and legal assistants ensuring quality control, client management, scheduling, and billables • Negotiated settlement of unpaid benefits and delayed medical treatment with… Show more • Effectively executed 30+ high value settlements • Calculated actuarial costs to analyze probability of success and settlement options • Implemented efficiency mechanisms for firm including client retention procedures, customer billings initiatives, and a defined organizational structure • Managed 5 paralegals and legal assistants ensuring quality control, client management, scheduling, and billables • Negotiated settlement of unpaid benefits and delayed medical treatment with defense attorneys and claims examiners • Trained and on boarded 3 first year attorneys instructing them of proper research procedures and the interworking of legal software and parameters • Led strategy meetings with lawyers presenting comprehensive case by case analysis • Prepared mediation briefs, analyzed data, and drafted contracts for settlement conferences • Conducted initial client intake to assess liability and potential income Show less
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Education
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University of Michigan College of Literature, Science, and the Arts
Master of Science - MS, Applied Mathematics -
University of California, Irvine
Bachelor’s Degree, Computational and Applied Mathematics