Policy-Aligned AI for Child Welfare
AI-assisted quality assurance for CPS investigation summaries: detecting missing evidence, temporal inconsistencies, and misalignment with policy rules and accountability standards.
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Research Areas
Human-Centered AI Oversight
Validation layers, explainability workflows, documentation review, and human-in-the-loop systems designed for high-stakes decisions in public-sector social services.
Computational Social Work
NLP, RAG, machine learning, social network analysis, and computational methods applied to social work and public health research — connecting structural theory with quantitative evidence.
Technology as Social Infrastructure
Digital systems, AI capacity-building, and tools that help social service organizations reach people at scale — treating technology as infrastructure, not optimization.
Work
Publications & Working Papers
Applying statistical machine learning methods to analyze differences in the severity level of COVID-19 among countries
Application of social network analysis of COVID-19 related tweets mentioning cannabis and opioids to gain insights for drug abuse research