Research Scientist
Sample Lab
Jan 2024 - Present
College Park, MD
Built public-data ingestion workflows and evaluation systems for AI-assisted measurement pipelines.
Skills
- Survey Methodology
- Responsible AI
- Public Data Systems
- Evaluation Design
Experience
Data Science Fellow
Open Methods Studio
Aug 2022 - Dec 2023
Washington, DC
Shipped reproducible survey analytics notebooks and governance checks for external reporting.
Featured
Case Study
Production notes on syncing public profile data into a research portfolio without breaking authored sections.
Workflow
A compact blueprint for diff-aware public profile ingestion and card-safe rendering.
Activity
Shared the approach for a diff-aware, fail-safe sync pipeline that protects authored site content.
Summarized how short-field normalization keeps automation from distorting visual rhythm across breakpoints.