Summary
Overview
Work History
Education
Skills
Awards
Timeline
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Cole Ragone

Arlington,VA

Summary

Highly motivated individual with exceptional leadership qualities, who understands the importance of collaboration. Eager to make an impact while pursuing my passion for data science and business acumen.

Overview

5
5
years of professional experience

Work History

Consultant, Statistical Analysis

Booz Allen Hamilton, BAH
Alrington, VA
10.2023 - Current
  • Developed scripts to automate routine tasks related to data extraction and analysis processes.
  • Integrated and maintained database system techniques to store and query over 20M records.
  • Utilized coding procedures to determine sample population, correct categorization of treatment and control groups, and accurate outcome labeling for analysis.
  • Implement Propensity Score Matching techniques to compare treatment and control groups, testing for statistical significance in treatment.
  • Conducting logistic regression analysis to determine significant influences on outcomes and assess the effects of treatment.

Consultant, AI Engineer

Booz Allen Hamilton, BAH
Arlington, VA
10.2023 - Current
  • Developed NLP pipelines for text pre-processing and topic classification.
  • Created algorithms to extract relevant information from unstructured data sources.
  • Implemented Natural Language Processing models for text analysis, sentiment analysis and machine translation.
  • Performed feature engineering and hyperparameter tuning to optimize model accuracy.
  • Integrated NLP models into production systems using Python, Java and other programming languages.

Intern

Energy Development Partners
Richmond, VA
02.2020 - 08.2021
  • Analyzed balance sheet accounts through Excel for corporate findings and error management
  • Searched GIS to find allotments of land for company interest
  • Issued requests to landowners expressing company interests based on GIS findings.

Baseball Analyst

Personal Projects - Github
Williamsburg, VA
  • Analyzed TrackMan pitch data to develop post-practice reports for both hitters and pitchers leveraging Python and Matplotlib
  • Automated process to incorporate real-time updates and scalability deploying Amazon's EC2 instances
  • Adjusted hitter/pitcher scores, operating Python logic, to adjust stats based on the 'official' strike zone.

Education

Master of Science - Business Analytics

William & Mary, Raymond A. Mason School of Business
Williamsburg, VA

BA - Economics with a Minor in Business Analytics

The College of William & Mary
Williamsburg, VA

Skills

  • Microsoft Suite (Excel, PowerPoint, Word)
  • Python
  • R
  • C
  • SQL
  • Regex
  • Tableau
  • GitHub
  • AWS
  • VBA
  • Communication
  • Leadership
  • Conceptualization
  • Cloud Computing (Spark, Hadoop, AWS services)
  • Machine Learning Techniques (Linear/Logistic Regression, LDA, QDA, KNN, Bootstrap)
  • AI Techniques (Neural Networks, CNN, RNN, RL, Deep Learning, Recommendation Systems)

Awards

  • 2018-2019 Provost Award Recipient
  • 2021 Academic Honor Roll
  • 2023 W&M Scholar Athlete of the Year
  • 2024 Platinum Award for Passionate Service, Outstanding Service in Analysis

Timeline

Consultant, Statistical Analysis

Booz Allen Hamilton, BAH
10.2023 - Current

Consultant, AI Engineer

Booz Allen Hamilton, BAH
10.2023 - Current

Intern

Energy Development Partners
02.2020 - 08.2021

Baseball Analyst

Personal Projects - Github

Master of Science - Business Analytics

William & Mary, Raymond A. Mason School of Business

BA - Economics with a Minor in Business Analytics

The College of William & Mary

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Cole Ragone