18+ years turning root-cause analysis and process control into results. First on automotive launch lines for VW and GM, then in mortgage operations. Now I build AI agents that help lenders, loan officers and realtors move faster with fewer errors.
The same discipline that took airbag lines to zero defects now runs my AI agents, my mortgage files and my trading research.
I build AI agents for lenders, loan officers and realtors, and agent systems for other businesses, with governance designed in from day one.
End-to-end loan processing at HK Lending in Houston. Clean files, on-time closings and less back-and-forth with underwriting.
A decade at TRW / ZF, from Process Quality Engineer to Senior Product Quality Engineer, owning plant quality for global OEMs.
Research and development of rule-based trading systems grounded in Auction Market Theory. A work in progress, not a service or a track record.
Systematic algorithmic trading systems, now in development. Watch this space.
Every arena runs through the same five-step loop. Only the data source changes.
Collect clean data before forming an opinion.
Separate signal from noise. Ask why until the answer stops changing.
Turn the finding into a rule anyone can follow the same way twice.
Follow the rule with fixed risk. No improvising mid-process.
Audit results against the standard and close the loop.
A short, sourced brief on how lenders, loan officers and realtors are putting AI agents to work. New post every day at 11:00 a.m. Central.
Building agents for trading, mortgage and client work, with a governance playbook built in.
Studying and building rule-based trading systems around Auction Market Theory and Market Profile. In development.
End-to-end processing, underwriting packages and lender coordination for on-time closings.
Four roles: process quality, launch engineering for VW and GM, supplier quality, then senior product quality for OEM audits.
Designed a plant-wide quality training program, operators through managers.
Material planning for construction projects, foundation to finish. Built the inventory database.
B.S. Electronics & Industrial Engineering, Instituto Tecnológico de Chihuahua (5-year program). WES-validated U.S. equivalent: Bachelor's in Electronics Engineering. Bilingual English and Spanish.
One email a week: an AI agent use case in lending or real estate, a workflow I am testing, and one process fix you can use. Straight to the point.
AI agent projects, mortgage process questions, speaking or collaboration. I reply in English or Spanish.