
Ernesto Vizcaíno
Full-Stack AI / Product Engineer
I build AI products and full-stack software from first idea to production. My work spans fintech, SaaS, mobile apps and applied machine learning, with a focus on useful products and measurable outcomes.
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Experience
I take products from first idea to production, combining engineering, product strategy and a close view of how people actually use the software.
Founder / Product Engineer atKashi
Designed and built an offline-first mobile and web POS for small businesses, owning product strategy, architecture, inventory, sales, customer credit and cross-platform subscriptions.
Founder / Product Engineer atPasaEGEL
Built a revenue-generating exam-prep SaaS from scratch. Reached 300+ users, more than 5,000 monthly visitors, more than 130 paid orders and top-five Google rankings without paid ads.
AI Engineer / Founding Team atFinanciamiento Inteligente / Xignus
Built a credit pre-approval model that helped SMBs access more than $4M MXN in its first month, plus AI agents and React/Python financial dashboards.
Technical Co-Founder atOliver AI
Led a full-stack fintech platform and production AI workflows for loan origination, risk, compliance and document analysis, backed by AWS and product analytics.
Founder / Engineer atOliver POS / ERP
Shipped a POS mobile app to 10,000+ downloads and 3,000 active users in three months, then expanded it into a full web ERP.
Selected work
A few products and research projects that best represent how I work today.
- KashiOffline-first point of sale, inventory and customer-credit platform for small businesses on mobile and web.
- PasaEGELExam-prep SaaS with interactive simulations, study modules, payments, analytics and an organic SEO growth engine.
- Oliver AIAI workflows for financial services, spanning loan origination, risk review, compliance and document analysis.
- Gaia–OGLE Star ClassifierXGBoost classifier trained on 137,258 variable stars across 11 classes, reaching 0.9847 weighted F1 against OGLE labels.
Stack
Writing
Contact
You can contact me using the form or via the links below.

