Professional Experience
Cincinnati Reds
Cincinnati, OH
Baseball Analytics Trainee
Incoming
Capital One, Card Partnerships
Chicago, IL
Senior Business Analyst
Jan 2021 – July 2022
- Created an R package for analysts with varying level of coding expertise to streamline and standardize the production of required quarterly regulatory monitoring
- Established a framework to estimate time series expectations based on a decoupling of shape and level of historical performance curves to account for variability within metrics
Business Analyst
Aug 2019 – Jan 2021
- Identified a credit policy contraction via hypothesis testing on segments of customers based on spend and risk profiles in order to save over $4 M in losses
- Performed numerous credit and model governance tasks for a $4-5 B portfolio to ensure well managed execution of the intended credit policy
Nielsen, Data Science
Chicago, IL
Emerging Technologist Intern
June 2018 – Sept 2018
- Created a visualization tool that internal stakeholders can use to identify variation in key measurement areas and to isolate the step where volatility is introduced in the data fusion process
- Developed a collaborative filtering model using features identified from past spending trends to impute missing data within a panel of consumer shopping behavior
Allstate, Arity
Chicago, IL
Machine Learning Intern
June 2017 – Sept 2017
- Designed a model for differentiating between car drivers and passengers by combining ensemble techniques and a Gaussian Mixture Model, using inertial data from a mobile phone
- Supported the development of a suite of tools using pandas and MongoDB for querying and preprocessing MEMS data over millions over miles of trips, across numerous modes of transport