Translating complex federal compliance into automated, AI-driven solutions.

Ten years managing residential portfolios under federal HUD Section 8 frameworks — HAP contracts, HQS inspections, PHA relationships, voucher tracking, audit readiness — made clear that Section 8 landlords had no purpose-built tool for the full HCV compliance workflow. I now build those tools.

• Problem: HUD Section 8 verification is manual, jurisdiction-specific, and audit-exposed — errors surface months later with no reproducible paper trail.
• Solution: A MERN-stack platform with a versioned compliance engine that composes federal rules (HUD Section 8, lead paint) with local ordinances (Chicago RLTO) via an address-keyed jurisdiction registry — spanning Section 8, LIHTC, and income-restricted units.
• Key design decision: Agents are rule-based, not LLM-based — housing compliance requires legal citability. Every run persists to AgentState with a full actionLog and a stamped rule version, making results reproducible months later.
• Extensibility: Adding a new jurisdiction requires one rule file and one registry entry. No controller or frontend changes needed.

• Problem: Bridging legacy fundraising data with modern CRM systems without race conditions or data poisoning.
• Solution: A Spring Boot / AWS system with a concurrency-aware Salesforce NPSP integration — @Async on all sync paths, an explicit thread pool, and a re-fetch-before-persist pattern that protects against lost updates under concurrent load.
• Testing: Testcontainers spins up a containerized DynamoDB per test run — real integration coverage, no mocks.

• Agentic Service: Autonomous agents handling complex customer inquiries and multi-step bookings via Agentforce.
• Prompt Engineering: High-fidelity templates for Salesforce Prompt Builder that extract audit-ready insights from raw CRM data.
• Certification: Salesforce Administrator Certification — in progress, targeting Q3 2026.

• Focus: GovTech, PropTech, and Mission-Driven SaaS.
• Connect: LinkedIn · Trailhead
• Off-keyboard: Tending a potager garden and cottage landscape — the original exercise in complex systems management.