Antonio Skilton

About Antonio Skilton

Director of Data Science with 7+ years driving enterprise-scale AI and machine learning…

Experience

1. Data Science and Analytics Manager (Director i)

   Liberty Mutual Insurance

   Jan 2022 — Present

   Build new data science and analytics team to prevent insurance billing fraud, a portfolio with an estimated $50M in value - Guide enterprise-wide anti-fraud strategic investments by defining and tracking metrics that describe the current state of insurance fraud, key opportunity areas, and attainable goals- Build and maintain models that identify insurance policies whose policyholders have likely committed finance fraud; rebuild existing models using modern MLOps practices. Tools and frameworks: logistic regression, XGBoost, Amazon Web Services (AWS) EC2 and S3, Python, Snowflake SQL, MLFlow for experiment tracking, Git for version control, Airflow for orchestration, A/B testing.

Education

• Seattle University

  Bachelor of Arts (B.A.), Sociology

• Seattle University

  Master of Science - MS, Business Analytics

Skills

• Git
• Linear Discriminant Analysis
• Random Forests
• Microsoft Excel
• Naive Bayes Classification
• Event Planning
• Leadership
• English to Spanish
• Ggplot2
• Research
• Stata
• R
• Apache Spark
• Nearest Neighbor Classification
• Logistic Regression
• Python
• Machine Learning
• Nonprofits
• Data Visualization
• Regression Analysis
• Decision Trees
• Mongodb
• Tableau
• Public Speaking
• Data Analysis
• Powerpoint
• Data Wrangling
• Microsoft Office
• Sql
• Statistics
• Social Media