About
I design and ship agent systems that reason, orchestrate tools, and produce auditable outputs under real-world constraints. My work spans multi-agent orchestration, LLM evaluation frameworks, guardrail engineering, and compliance-first architectures — deployed across 6+ federal agencies. I care about the things that make AI production-ready: structured observability, evaluation gates, cost-aware tool routing, and audit trails that survive a FOIA request.
Work Experience
Building and shipping production AI systems — from stakeholder discovery through live deployment.
Featured Projects
Production AI systems deployed across 6+ federal agencies — agent orchestration, LLM evaluation, and compliance-grade architectures.
eReviewer: Agentic Grant Peer Review System
Multi-agent system automating grant peer review for government programs. Reviewer assignment via expertise & COI checks, rubric-aligned scoring agents, real-time conflict-of-interest monitoring, and FOIA/GAO-ready immutable audit exports — achieving 50%+ review cycle reduction at TEDCO.
More Projects
Additional systems spanning procurement intelligence, compliance platforms, economic analysis, and more.
Forecast OptiBot: Vendor Opportunity Discovery
Agentic opportunity discovery platform for federal vendors. Query parser interprets vendor search intent, multi-source retrieval harmonizes 60+ federal data sources, result ranking scores relevance and trust, and verification provides source attribution — 90% faster discovery, 1M+ forecasts analyzed.
AcquisitionAI: USDA Procurement Intelligence
AI-driven procurement intelligence platform for USDA. Semantic search across 20+ agency databases, contextual retrieval of procurement history, and structured market analysis outputs — reducing research time 40% and improving procurement decision accuracy 28%.
iAccessible: Federal Accessibility Platform
Enterprise accessibility platform automating Section 508 and WCAG 2.1/2.2 compliance across 300+ federal domains. Scan orchestrator, hybrid automated + DHS Trusted Tester validation, governance dashboard with PII detection, AI-powered remediation, and FedRAMP-compliant audit trails.
CommentsAI: Public Comment Intelligence
NLP-powered platform processing thousands of public comments for FAA and federal agencies. Unified ingestion normalizes multi-format text, sentiment scoring, entity extraction, deduplication of templated campaigns, and semantic clustering — enabling triage in hours instead of weeks.
HUBZone Economic Impact Study
Scientifically robust economic impact analysis measuring job creation and economic output for SBA's HUBZone program using BEA RIMS II I/O modeling, directly informing federal enterprise policy on a national scale.
WOSB Industry Representation Analysis
Parsed terabytes of historical FPDS contract awards across a decade to benchmark contract dollars against demographic models — the final statistical report was instrumental in updating SBA rules to widen equitable contracting scopes.
Revelo: Economic Impact SaaS
SaaS workflow automating economic impact analysis, modeling, and reporting. Uses BEA RIMS II as the authoritative baseline. Produces interactive dashboards and customized presentation slides — delivering insights in days instead of months.
