Rare skills that
print money.

Custom Model Context Protocol servers that let Claude, GPT, and other LLMs interact with your databases, APIs, CRMs, and internal tools in real time. Most companies can’t find anyone who builds these.

Agencies panic when Google sunsets old APIs. I build migration scripts, custom reporting dashboards, automated bid management, and conversion tracking pipelines using the Google Ads API directly.

Companies build AI agents that silently degrade — hallucinate, loop, cost 10x what they should. I diagnose the failure mode, redesign the architecture (tool routing, fallback chains, context management), and ship a version that actually works.

Smart bidding collapsed? Conversions disappeared? I’ve lived through the nightmare of destroyed conversion history and rebuilt from zero. Diagnostic audit, root cause analysis, and a recovery roadmap with manual CPC → tROAS migration plan.

I build niche AI-powered SaaS products end-to-end: Django backend, modern frontend, LLM integration, Stripe billing, deployment. Lead scoring, content generation, smart classification — production-grade, not demo-ware.

Cloudflare Workers + AI inference pipelines deployed at the edge. Smart routing, caching, and preprocessing that cuts LLM costs 60–80%. Almost nobody combines CF infrastructure expertise with production LLM integration.

Your Django app works, but competitors are adding AI. I integrate chat interfaces, smart classification, content generation, recommendation engines, and automated workflows — without rewriting your codebase.