Actively designing a policy experiment slated for Summer 2024 Extracting and cleaning raw data from county databases and feature-engineering new attributes for collection during the experiment's deploymentConvening with government officials to translate desired outcomes into database variables and vice versa

Deployed a pilot policy intervention providing basic needs reimbursements to public defendantsConducted descriptive analysis on various court outcomes using Santa Clara County JustWare data (e.g., bench warrant issuance rates)Feature-engineered new variables for use in a random forest model, which predicted the likelihood of failure to appear with 93% AUC.

Planned 3-day virtual series on processing, solidarity, and advocacy.Organized community gatherings, open houses, and panels highlighting female faculty and student leaders.

Applied game theoretic and social science research to optimize assignment mechanisms for various equity metrics. Presented different potential assignment mechanisms and expected outcomes to San Francisco Unified School District officials.Adapted codebase scripts to adapt to updating demographics data.

Analyzed the efficacy of CalEnviroScreen (CES) in identifying and supporting "disadvantaged communities" (DAC) in receiving preference for grant-awarded fundsJoined, cleaned, and interpreted publicly available CalEnviroScreen datasetsEmployed the mapview package to visualize DAC eligibility Conducted exploratory analysis of funding distributionsSimulated counterfactual CES measures: summing aggregate scores vs. multiplying, using z-score as a weighting tool for the amount of fundingCreated readable code and communicative documentation in the handoff of this project to another research assistant

Transcribed oral interviews through Otter.ai and summarized interviews findings into rich memos

Designed presentations and teaching material for Stanford's CS 106 Series: Programming Methodology and Programming Abstractions.Taught weekly hour-long sections reviewing concepts and practice problems in Python.Graded and debugged student assignments, midterms, and finals.Tutored students weekly by assisting with debugging and conceptual review in Python and C++.Created a style guide for the introductory computer science course for hundreds of students.

Managed website and media platforms to disseminate information on political depolarization Created an interactive webpage to access research tools and online videos

Conducted and presented research to staff attorneys for Teller vs. Helbrans, an international case initiated under the Hague Convention on Civil Aspects of International Child Abduction.Created and compiled a multi-level organizational system of 140+ complex litigation cases.

Researched the destructive effect of major depressive episodes (MDEs) on short-term memory