AI Engineer & Consultant

Multi-tenant VPS and trading-tooling SaaS, run end to end — product, infrastructure, billing, and the AI agent layer. Recent work is agent and reliability engineering on a live customer base.

• Real-time customer alerting across four channels, shipped in a release that also hardened multi-tenant data isolation.
• LLM content-audit pipeline reviewed 126 customer emails, flagged compliance and consistency issues, and shipped corrections to 38 customers with zero failures.
• Trade reconciliation recovered $540K of phantom data across 7 accounts, then re-anchored portfolio P&L to the broker as source of truth.
• Re-architected the provisioning platform so a recurring class of account and allocation failures was engineered out — fewer incidents, no manual recovery.

Producer-direct marketplace SaaS. Feature-architecture leadership across web, API and delivery — and new revenue lanes — with a nine-person remote team.

• Shipped the v4 seller & delivery chain with controlled, staged rollout — the marketplace stayed live throughout.
• Built the Market Partner Program — a partner-led growth channel with producer prefill and full-funnel attribution.
• Launched Farm Direct Sourcing — a two-sided wholesale channel opening a B2B lane beside the consumer storefront.
• Rebuilt SEO foundations and replaced placeholder platform stats with real producer proof.

Independent SaaS and AI implementation-recovery service. We audit failed enterprise deployments and deliver fixed-fee remediation without depending on the original vendor.

• 21-day Implementation Recovery Audit — a fixed-scope technical and process autopsy.
• Co-founded with a former Deloitte consultant with $150–340M programme experience.

Bundled operational cloud software for SMBs. Partners included OfficeMax and Radio Shack.

• Cut annual staffing cost from $1.8M to $650k and reduced hardware infrastructure cost 10×.
• Rebuilt 10 business products; the work carried the company to Inc 5000 #5 in 2016.