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Zambrains
WORK

Systems in production

A selection of platforms, RAG systems and products of my own where each technical decision turned into something measurable. From federal programs serving millions to my own brand.

Industry and manufacturing

1 case

Demand forecasting and automation across production chains.

2026Industrial & Retail ML

Demand forecasting for automotive glass

Demand forecasting for automotive glass components at GM, Ford and Stellantis, plus the bots that go and fetch the data from a dozen client portals. Nothing exotic underneath: time series and regression on data I extract and clean myself.

3Automakers served
12+Portals automated
days → 1Trigger per workflow