PROFESSIONAL EXPERIENCE
NTT Data, Inc.
September 2024 - Present
data Scientist and MACHINE LEARNING ENGINEER
● Machine learning project lead in charge of developing and deploying advanced analytics and models for a Fortune 100 international beverage manufacturer that capture the feature importances for a multitude of commercial drivers on business critical metrics using LightGBM and SHAP values for use in their new business intelligence platform
● Currently developing, architecting, and establishing MLOps and ML Engineering guidelines and frameworks for a Fortune 100 company in Azure ML in conjunction with GitHub CI/CD and Terraform, greatly enhancing development and computational speed and pipeline robustness
● Collaborated with a cross-functional team to improve the demand forecasting model for a Fortune 100 international beverage manufacturer using multiple regression models in an ensemble, a project that enhanced forecast accuracy by 55% across their North America supply chain
● Developed and tested advanced machine learning models, including an LSTM encoder-decoder neural network, XGBoost, and Prophet, for time-series forecasting with a focus on capturing seasonality and trends and complimenting them with forecasted residuals, greatly enhancing accuracy of the model pipeline
National Guardian Life Insurance Company
February 2021 - September 2024
Principal Data Scientist
● Innovated and implemented machine learning models for anomaly detection and predictive analytics, significantly improving business decision-making
● Architected and led the development of an advanced data lake infrastructure using AWS technologies, enhancing data governance and scalability
● Pioneered the externalization of data insights via AWS Quicksight dashboards, driving better access and actionable intelligence for partners
Data Scientist I/II
● Engineered a comprehensive neural network pipeline integrating NGL sales data with US Census data, optimizing market analysis and strategic planning
● Developed and deployed cutting-edge time-series forecasting models and various advanced machine learning algorithms to enhance predictive capabilities
● Modernized data architecture with ETL processes using AWS Glue and Redshift, drastically improving data integration and processing efficiency
● Innovated customer segmentation strategies using clustering algorithms, significantly enhancing personalized marketing efforts and customer engagement
Senior Data Analyst
● Conducted extensive exploratory data analysis (EDA) to uncover insights and drive data-driven decision-making, resulting in improved business operations
● Built NGL’s first Tableau dashboards, allowing for greater insights into the business’ sales and production
Community Health Systems (CHS)
December 2019 - January 2021
Senior Data Analyst
● Revolutionized Medicare and CMS reporting tools, increasing analytical capabilities and efficiency across the organization
● Consolidated multiple complex data sources into a unified, SQL-driven analytical framework, delivering comprehensive patient insights and outcomes
● Utilized advanced Python and SQL techniques to create sophisticated, data-driven solutions for complex healthcare analytics
Education
January 2024 - Present
GPA: 3.98
Master of Science in Artificial Intelligence
Algorithms for Data Science
Applied Machine Learning
AI Enabled Systems
Applied Generative AI
Linear Algebra
Multivariate Calculus and Complex Analysis
Data Structures
Derivative and Integral Calculus
Probability and Statistics
May 2019 - November 2019
GPA: 4.0
Certificate in Data Analytics and Visualization
Tableau / PowerBI
Python
R
Javascript
HTML / CSS
Descriptive Statistics
Machine Learning
Neural Networks
August 2011 - July 2012
GPA: 3.34
Film Scoring Foundations
Digital Performer
Finale
Applied Composition
Sibelius
Logic Studio
Colloquium
Video Game Scoring
Master of Music in Film Scoring
Film Music History
Orchestra for Studio
Auricle
Pro Tools
Advanced MIDI
Studio Tech
Songwriting
Orchestral Conducting
August 2007 - May 2011
Bachelor of the Arts in Music, minor in Psychology
Principles of Physics I / II
Chemistry I / II
Child Psychology
Calculus I with Algebra
Personality Psychology
Cell and Genetic Biology
Abnormal Psychology
Autism Spectrum Disorders
Organic Chemistry I / II
Neurobiology
Social Psychology
Organismic / Evolutionary Biology
Research Methods and Data Analysis I / II
Introduction to Cognition
General Psychology