Work
Systems, analysis, and automation, mostly for freight, finance, and supply chain teams. Each one has a page with what it is, what it cost to learn, and what I’d do differently.
Engineering
An 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.
Plain-Language Analytics Across Six Countries
Ad-hoc turnaround from three days to under ten minutes, across six markets.
LLM Search Visibility Engine
Zero to 36% citation rate on a 53-query benchmark, with retrieval tracked rather than assumed.
Inventory Health Dashboard for a LATAM Supply Chain Team
Turning a daily Incorta email into a live traffic-light view of safety stock vs actual stock across LATAM.
Choke Point: CoWoS/HBM Thesis Log
Tri-objective sim-opt model of the resilience-decarbonization trade-off at the CoWoS/HBM packaging chokepoint.
Manufacturing Cost Intelligence System
A flight simulator for manufacturing decisions that replaces gut-feel spreadsheets.
Cross-Border Fleet Optimizer
A super-opinionated GPS for a tiny cross-border fleet, optimized for cost not just distance.
Sites
Side work, built for the fun of it and to keep the visual side of my brain awake. Two are live, two are still in build.
Mando 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.
A second film portfolio
In build. Same discipline as the first, different footage and a different argument about how it should be shown.
A DJ in Ibiza
In build. The brief is closer to a poster than a website, which is the interesting part.