Systematic Equity

Equity Options Market Making Team

- Conducted research on historical prices from various oil Basins. Then, using the data developed and managed a database of said historical prices. Coded in SQL- Created a statistical model that predicted future market prices for Shale Oil. Coded in Python

Cleantech Business Analysis Tool - Department of Energy/Spark Clean EnergyCreated a scalable software tool that scraped data on startups and hackathon winners using various APIs and web scraping frameworks. Then using Machine Learning, analyzed the trends and key factors that determine the success of these startups. Coded in Python.Presented our final research findings at Berkeley Innovation Ecosystem Analysis BIDS Data Science Fair Presentation.https://docs.google.com/presentation/d/1kzk9ZqVc-3Q821VMKIwAC4tcyksAmBR1sVh2OWbBfmY/edit?usp=sharing

Guided high school students through college-level Abstract Algebra and Real Analysis courses

Collaborated with the marketing and operations team to manage 2015 budget and to build strategies for marketing teams across 4 countriesDeveloped and analyzed a database of the companies activities over the past year and designed a model to track and predict future returns/costs

Paper Title: "A Characterization of Structural Frustration via Minimal Graphic Hyperplanes"Conducted original research on hypergraph theory and applications to complex systemsImproved graph theory model optimizing information transfer in neural networks and social networksCollaborators: Evan Tey, Jessica YuMentor: Dr. Lucas Rusnak, Lecturer at Texas State University