AI Engineer at TBM Carriers
I build AI systems that retire manual reporting instead of accelerating it.
Production MCP servers, agent integrations, and automated reporting for freight and finance teams, across six-country LATAM operations. Based in Guadalajara.
Selected work
All workAn MCP Server That Turns Ten Systems Into One Question
Five enterprise platforms as one query surface. Cross-system lookups: three hours to fifteen seconds.
VoxTruck
English for drivers, taught in logistics context. Speech scoring and adaptive difficulty. In internal pilot.
Autonomous Finance Reporting Pipeline
Ten chained-VLOOKUP workbooks retired. A six-hour weekly build compressed to twenty minutes.
The Freight Rate That Passed and Shouldn't Have
An already-signed-off KPI, reopened. $0.5M MXN in recoverable freight spend, reframed as an order-sizing problem.
Sites
And two in buildMando Aguilar
Portfolio for a San Diego filmmaker and photographer. Sports documentary, commercial work, and portraits on a Cloudinary-backed grid, built to put the footage first and the interface nowhere.
JUUN
Site for a Mexican functional energy drink. Sugar-free, guaraná and L-theanine, and a product story that had to explain a formula without reading like a supplement label.