PORTFOLIO · 2024 — 2026
Systems that ship. With names attached.
A selection of projects sent to production. No slides, no promises: the code is live, the clients are being served.
La Rumbería · sound, lights and DJ for events
2026WhatsApp-driven conversion landing for an event production company. Quote in less than one click, WhatsApp Business integration and lead capture segmented by event type.
View projectSuspicious-transaction classification pipeline
2025Digital bank was classifying 12k manual transactions a day. LLM pipeline with rules fallback. Compliance team went from 14 to 3 people in six weeks.
View projectWhatsApp support grounded in a 40k SKU catalog
2025Retriever over 40k SKUs + LLM with guardrails + human handoff when the model falls under 90% confidence. Zero price hallucinations across 8 months running.
View projectInternal copilot for logistics operations
2025Agent that reads emails, parses waybills and schedules pickups. Replaces two data-entry shifts. Auditable, with traceability on every action against the database.
View projectPatient triage with mandatory human verification
2024Assistant model for nursing: orders the queue by severity before the physician. Never decides; suggests and justifies. The clinician's signature is still the only one that counts.
View projectUI documentation generator from source code
2024Reads the component tree, infers props and use cases, generates the internal wiki. Turns "does anyone know how this component works?" into a click on the repo.
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