Most AI ideas don't fail because of bad technology. They fail because nobody stopped to ask the right questions before building. That's where I come in. I'm an AI Consultant who works with founders at the moment that matters most — before resources get committed to the wrong thing. Whether you're non-technical and need someone to translate the AI landscape into plain decisions, or you're technical and need a sharp second opinion on architecture — I help you move forward with clarity. I specialize in agentic systems, RAG pipelines, and LLM-powered products built for real users — not demos. Recent work: Built Attune — a multi-agent AI system for ADHD support — in 7 days, combining research-based screening with adaptive planning agents. Most recently, architected the AI system behind an FamTech startup's beta launch — from zero to production-ready in 3 months. Before going independent, I spent 8+ years leading engineering teams on enterprise-scale software delivery — so I understand both the technical depth and the business pressure you're operating under. Background: MS in Applied Data Science, SJSU · Hands-on with LangChain, CrewAI, LlamaIndex, LangGraph, RAG, MCP and modern Agentic stacks. I work best with: Non-technical founders who need AI explained in decisions, not jargon Technical founders who want a trusted thinking partner as they build PMs under stakeholder pressure to "add AI" without a clear strategy I'm not here to sell you on AI. I'm here to help you figure out if it's the right move — and if it is, exactly how to build it right. Start with a free 15-min intro. No pitch, no pressure.