ImpactLink
Multi-agent platform for nonprofit grant discovery, proposal generation, funder-specific revisions, and budgeting.
AI systems, developer tools, and applied machine learning — from prototypes to deployed applications.
Multi-agent platform for nonprofit grant discovery, proposal generation, funder-specific revisions, and budgeting.
AI-powered Terms of Service analysis with hybrid retrieval, cited answers, and evidence-based abstention.
Geospatial public-safety analytics and AI-assisted decision support for Los Angeles Olympic venues.

LLM evaluation research exploring benchmark biases, model robustness, and the limitations of accuracy-based comparisons.