Data enthusiast with a background in applied mathematics and experience in machine learning, developing analytical models and working in big data environments. Passionate about teaching and fostering the culture and mindset needed to support data science. Devoted bayesian.
Work Experience
- 2016-2017
Data Scientist, ForRent.com (Dominion Enterprises)
Work with development to improve data collection and flow. Develop reports and models for sales team, from prospect recommendation to market insight
Provide training and advisement to business leaders on developing data science at DE
Conduct monthly cross-business training on developing analytical skills- 2015-2016
Data Scientist, CycleTrader.com (Dominion Enterprises)
Overhauled data collection and unified siloed data
Defined and automated reporting on business KPI’s
Worked with development, product to analyze impact and success of new products- 2011-2014
Mathematics Tutor, Indiana-Purdue University Indianapolis
Worked with groups of 30+ students at time tutoring Calc I, II, III and other subjects
Developed practice material for final exams and led group study sessions
Technical Skills
- Machine Learning: classification, regression, clustering, feature engineering, RNN’s (TensorFlow, Theano)
- Statistical Methods: time series, regression models, ANOVA, LCA
- Software and Programming Languages: Python (scikit-learn, numpy, pandas, jupyter), Golang, R, SQL, Spark
- Selected Coursework: Numerical Analysis, Linear Algebra, Probability and Statistics, independent study in distributed computing, machine learning, and data science
Education
- 2010-2014
Indiana-Purdue University Indianapolis Indianapolis, IN Fall 2010-Spring 2014
Bachelor of Science, Applied Mathematics (Minor in Physics)
Noteworthy Projects
- Implemented “Lead Insights” following hackathon, winning “Highest Innovation” award at DE
- Organized community hackathon with sponsorship and attendance from Amazon, Microsoft, Heroku and City Government
- Co-run “Norfolk Data Science” meetup and “Dominion Data Science” user group
Selected Presentations
- “SQL for data science” Norfolk Data Science meetup
- “Python for data science” Norfolk Data Science meetup
- “Building Bayes: simple classifier in python” Norfolk Data Science meetup
- “Data Science Maturity” DE IT Senior leaders summit