Resume
Education
- M.S. in Analytics, Georgia Institute of Technology, December 2018
- BBA in Finance and Applied Math, University of Notre Dame, May 2015
Work Experience
Power Services HQ Income Statement FP&A Analyst | Jan 2017 – Aug 2017 | Atlanta, GA
- Led weekly income statement pacing of $15B business with ten reporting regions through Excel macros, templates and Tableau visualizations.
- Assisted base cost team in efforts to reduce base cost by 15% year over year.
Power Services CSA Risk Analyst Jul 2016 – Jan 2017 Atlanta, GA
- Assisted leadership in pacing, using forecasting risk models to reduce $6.6B of deferred revenue through factoring and other commercial actions.
- Led billing system automation and sent frequent analytics reports to team.
Distributed Power Manufacturing and Finance Analyst | Jan 2016 – Jul 2016 | Waukesha, WI
- Led weekly income statement pacing of $15B business with ten reporting regions through Excel macros, templates and Tableau visualizations.
- Assisted base cost team in efforts to reduce base cost by 15% year over year.
Power Services HQ Income Statement FP&A Analyst | Jan 2017 – Aug 2017 | Atlanta, GA
- Led weekly income statement pacing of $15B business with ten reporting regions through Excel macros, templates and Tableau visualizations.
- Assisted base cost team in efforts to reduce base cost by 15% year over year.
Projects
Georgia Tech Athletics Ticket Pricing Optimization | Jan 2018 – Apr 2018
- Collaborated with Georgia Tech athletics to optimize revenue from ticket sales, maximize fan engagement, and improve marketing strategy.
- Built tree-based regression model to predict customer willingness.
- Created D3 visualization of Bobby Dodd Stadium with willingness to pay predictions by section for each football game in 2018.
FIFA Logistic Regression | Aug 2017 – Dec 2017
- Wrangled data from Kaggle SQLite database through merge, join, and group-by.
- Regressed home team win binary variable on FIFA video game attributes to calculate probability of home team win in R with prediction accuracy of 61.7%.
Coursework
- Analytical Models
- Python for Computing
- Regression Analysis
- Deterministic Optimization
- Information Visualization
- Data and Visual Analytics
- Data Analytics for Business
- Marketing Analytics and Pricing Strategy
- Time Series Analysis
- Machine Learning
Skills
- Python
- NumPy, SciPy, Pandas, Scikit-learn, Tensorflow, Matplotlib, Seaborn, Bokeh
- R
- caret, rpart, randomForest, glmnet, tree, dplyr, ggplot, MASS, tseries, car
- Javascript
- Excel
- Financial Modeling, Optimization
- Analytical Techniques
- Classification, CLustering, Time Series, Regression, Tree-based Models, Variable Selection, Simulation, Linear and Integer Optimization, Markov Chains, PCA, SVD, Cross-validation, Machine Learning, Random Forest, Neural Networks, Boosting, Naive Bayes, A/B Testing
Leadership
Georgia Institute of Technology Varsity Swim Team | Aug 2017 – May 2018 | Assistant Swim Coach
University of Notre Dame Varsity Swim Team | May 2013 – May 2015 | Men’s Team Captain
- Developed key skills of self-awareness, commitment, and communication.
