Esteban Coronel

Data Scientist at Core Digital Media
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Contact Information
us****@****om
(386) 825-5501
Location
San Diego, California, United States, US

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Experience

    • United States
    • Software Development
    • 100 - 200 Employee
    • Data Scientist
      • Jun 2022 - Present

    • United States
    • Retail
    • 700 & Above Employee
    • Data Scientist
      • Nov 2021 - Jun 2022

    • United States
    • Hospitals and Health Care
    • 500 - 600 Employee
    • Data Scientist
      • Sep 2021 - Nov 2021

      San Diego, California, United States

    • Jr. Data Scientist
      • 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.

    • United States
    • Higher Education
    • 700 & Above Employee
    • Graduate Student Researcher
      • 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

    • Graduate Student Instructor
      • 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

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • 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

    • Paralegal
      • 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

Education

  • University of Michigan College of Literature, Science, and the Arts
    Master of Science - MS, Applied Mathematics
    2017 - 2019
  • University of California, Irvine
    Bachelor’s Degree, Computational and Applied Mathematics
    2014 - 2016

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