I am a fourth year Data Science and Business Administration major with a concentration in Finance. My interests lie in the intersection of tech and business, through topics such as data visualization, supervised learning, and natural language processing. Here are some of my experiences:
-
Portfolio Management Co-op @ Arrowstreet Capital
Construct fee schedule model with K-means clustering to classify broker tiers and explain routing behavior using Scikit-learn. Estimate stock loan fees using price and alpha forecast data to analyze portfolio shorting costs with PySpark and Statsmodels. Develop regression model to estimate venue trading fees using liquidity tags, achieving 96% R-squared with PySpark MLlib. Optimize minimum portfolio cash levels by performing OLS regressions to predict overdraft probabilities using Statsmodels. Automate trading venue classification process based on fill behavior to feed into broker ranking pipeline using PySpark. -
HOLT Portfolio & Quantitative Strategy Co-op @ Credit Suisse (UBS Group)
Launched portfolio analysis tool leveraging HOLT factor library to improve client prep workflow using Plotly Dash and SQL. Engineered interactive dashboards to analyze HOLT and traditional quality alpha factors across stock baskets with Dash. Enhanced ML model, achieving 91% accuracy in classifying management incentive plans across sectors with Sklearn. Deployed chatbot to answer HOLT framework questions by conducting transfer learning on BERT model with HuggingFace. Analyzed 25+ equity portfolios for institutional PMs, applying factor framework to construct opportunity and risk screens. -
Partner Streamer @ Chess.com
Develop educational channel focusing on Blitz and Bullet chess with over 4k followers and 900k total views across platforms. Produce video content, consistently rank in the top 50 English chess channels on Twitch for viewership and growth. Launch own show as one of few college-aged streamers in partner program dedicated to growing chess’s popularity online. Host Chess.com/tv programs for thousands of viewers, creating video content that is promoted on Chess.com site. Organize dozens of viewer tournaments with over 1k total participants and provide interactive lessons on various openings. -
Director of Tech Consulting @ TAMID Group
Drive team of 3 developers in the construction of codebase for Alia, a startup replacing traditional e-commerce pop-ups. Enhance AI-generated lesson pop-ups using TypeScript and GPT-3.5 to improve conversion rate with customer education. Present CEO with innovative prompt engineering and lesson creation code to enhance the Shopify merchant experience.
