Building AI for the workplace.

+ Led project with the IRS to improve audit selection with machine learning, and worked with Santa Clara County on data-driven interventions based on active learning to measure and improve COVID-19 monitoring and control.+ Developed algorithms for probabilistic race and ethnicity imputation, offline geocoding, and bootstrapped phylogenetic analysis to analyze the efficacy of COVID-19 interventions and their effects on health equity.+ Applied recent self-supervised tabular deep learning models to improve data efficiency for predicting tax noncompliance.

+ Built a cloud-based data analysis platform to analyze battery sensor data. Wrote scripts to simulate IoT devices, and built out a secure data pipeline to securely stream telemetry data to the cloud.+ Used cloud software such as AWS IoT Core, AWS Kinesis streams, Elasticsearch, and Kibana dashboards to transform, analyze, and visualize telemetry data.

+ Selected for Bluebonnet Fellowship, which trains technical graduate and undergraduate students to work with political data, and matches them with political campaigns as volunteers.+ Led efforts to build data infrastructure for the Christy for Congress campaign, including automated data transformation from SQL database into reports and tables in Google Sheets.+ Built a dashboard web application using Dash to automatically generate reports on key campaign performance indicators.

+ Produced research report on threats posed to Amazon by antitrust, implications for the stock market. + Wrote 5+ studies of sovereign defaults; analyzed mechanisms to develop theory of debt crises. + Conducted qualitative research and exploratory data analysis on global metals markets.

+ Developed and tested statistical models to forecast natural gas fundamentals, and researched the future trajectory of renewable energy, focusing on the impact of tax credits and energy prices.+ Underwent rigorous hands-on training in trading energy markets, with a focus on power & natural gas.+ Participated in seminars with traders and business school professors, covering topics such as valuation, behavioral finance, and how to trade markets including equities, commodities, and currencies.