Ethan Reese Email & Phone Number

Washington, District Of Columbia, United States

Princeton, New Jersey, United States

• Fully responsible for management of a student agency with over $100,000 in annual revenue and a team of 12 student employees.• Managed all logistics of twice weekly pickups and drop-offs for over 200 student customers at Princeton.

• Created detailed pro forma financial statements and conducted stress tests in Excel for multibillion-dollar credit union clients considering raising secondary capital or acquiring banks.• Developed a python application to analyze credit union AIRES account files with over 100,000 entries for eligibility for census geography based federal grants, creating an automated system that replaced days of manual work for clients.

• Worked with a team of post-docs to develop an efficient Monte Carlo simulation platform to assign costs of uncertainty to over 1000 renewable energy assets in the ERCOT grid, resulting in time savings of 99% over the pre-existing platform.• Managed reformatting, cleaning, and merging of energy grid datasets from various sources, resulting in an accurate table of 10000 buses with hundreds of attributes each.

• Worked on a four-person team to design and test an ensemble model composed of six models (including random forest, gradient descent, and logistic regression) to predict stock price changes in the following quarter, resulting in back tested 12.8% return over the test period (compared to 8.8% for the entire S&P 100 over the same period).• Led development of a pipeline for extraction, cleaning, and merging of 20 years of comprehensive fundamental data (including revenue, expenses, liabilities, etc.) for all stocks in the S&P 100, creating training and test sets with 10000 rows and over 200 columns.

Bse, Operations Research And Financial Engineering

Activities and Societies: Varsity Track and Field, Cross Country

High School Diploma