プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Ian D.に依頼

United States

Consulting Mathematician

プロフィール概要

I have over 10 years of experience in Data Science, a PhD in mathematics, and am an associate of the Casualty Actuarial Society. I have led teams of data scientists, actuaries, and analysts to analyze thousands of variables and create predictive models across multiple lines of business. In 2023, I started EP Analytic Solutions to provide clients with explicable predictive models whose precision rivals that of opaque box algorithms and produce publicly available research towards this end. I offer a complete suite of Data Scientific and actuarial services. These and their descriptions are as follows. 1. Problem Formulation - Your deep understanding of your business is unparalleled. By leveraging your subject matter expertise alongside my advanced mathematical capabilities, I meticulously quantify and model the interrelationships among your business variables. This synthesis enables us to elevate your business operations into a rigorous scientific framework. 2. Data Due Diligence - As an integral component of my modeling process, I conduct a thorough and meticulous review of your data. Collaborating closely with your subject matter experts, I ensure that the data utilized in our analysis meets the highest standards of quality and integrity. 3. Model Construction - All models are assiduously designed with dual objectives of precision and interpretability. Furthermore, business rules can be seamlessly integrated into the modeling process, facilitating smooth incorporation of the model into the operational framework of the business. 4. Model Interpretation - Models extend beyond mere mathematical formulations. I will provide comprehensive guidance on the significance of these models and their implications for your business operations. 5. Model Implementation - I will collaborate closely with your infrastructure team to ensure that the deployed model is functioning optimally, meeting all performance standards, and seamlessly integrating with your existing systems. This collaborative effort will guarantee the model’s reliability and effectiveness within your operational framework.

専門分野

• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Artificial Intelligence
• ☆ SQL
• ☆ Excel
• ☆ SAS
• ☆ R

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Fact Checking, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Big Data Analytics, Data Mining, Data Cleaning, Data Insights

職務経験

Senior Data Scientist

Medical Protective Co

8月 2018 - 現在

Lead Data Scientist

MedPro Group

8月 2018 - 12月 2024

Senior Predictive Analyst

Farmers Insurance

12月 2012 - 8月 2018

Senior Predictive Analyst

Farmers Insurance Group of Companies

12月 2012 - 8月 2018

Programmer I

National Interstate Insurance Company

12月 2011 - 11月 2012

Programmer

National Interstate Insurance Company

11月 2011 - 11月 2012

Labor Scheduling Analyst

Sterling Jewelers

7月 2010 - 4月 2011

学歴

Doctorate

Bowling Green State University

6月 2005 - 8月 2009

PhD in Mathematics (Mathematics And Statistics)

Bowling Green State University

6月 2005 - 8月 2009

Master Of Science in Mathematics (Mathematics)

University of Akron

8月 2003 - 5月 2005

Masters of Science

University of Akron

8月 2003 - 5月 2005

Bachelors

Malone College - United States

8月 1999 - 5月 2003

Bacholers (Mathematics)

Malone University

8月 1999 - 5月 2003

認定資格

• Associate

  Casualty Actuarial Socieity

  https://netforum.casact.org/eweb/DynamicPage.aspx?webcode=CASActuaryDirectoryResultDetail&cst_key_go=5f3e132d-3ba9-4e70-9b83-982f69a0bd08

  5月 2017 - 現在

出版物

JOURNAL ARTICLE

(2017). The Mathematics of On-Leveling . CAS E-Forum.

(2014). Constructing polynomials of minimal growth . Journal of Contemporary Mathematical Analysis.

(2012). An application of entire function theory to the synthesis of diagonal operators on the space of entire functions . Houston Journal Of Mathematics.

(2009). A connection between operator topologies, polynomial interpolation, and synthesis of diagonal operators . Journal Of Mathematical Analysis And Application.

(2007). Cyclic vectors of diagonal operators on the space of functions analytic on a disk . Journal of Mathematical Analysis and Applications.