Build systemsthat surviveproduction.
20 years of enterprise architecture. AI agents, RLHF evaluation, and deep system consulting — for teams that ship serious software.
What I build.
What I evaluate.
Production systems and expert evaluation backed by two decades of enterprise engineering.
AI Training Data & RLHF
Expert evaluation of AI-generated code and content. I rank, rate, and rewrite model outputs so your AI learns what production quality looks like.
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AI Chatbot & Agent Dev
Custom chatbots for support, lead qualification, and scheduling. Enterprise architecture with admin dashboard, analytics, and human handoff.
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Architecture Review
Deep audit of your codebase, database, APIs, DevOps, and security. 15-30 page report with prioritized fixes you can act on immediately.
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Deployed.
Not demoed.
Real products running in production, serving users, handling payments.
VoiceMeet Pro
Host visibility controls, guest access without registration, waiting room, cloud recording, admin dashboard, payments. Per-participant AI transcription.
ScriptPost AI
AI-powered content using local Ollama/Qwen 2.5 Coder 14B. Zero API cost. SEO-optimized with schema markup. 100/100 SEO scores.
enterprise systems
delivered
client roster
Tech + Business
Let’s build something
that actually works.
Architecture review. AI agent. Training data. Built with 20 years of knowing what breaks.