Staff Engineer · Head of Data & AI

I build production AI systems.

Agents, RAG, evals, observability, guardrails and data infrastructure for real users, real documents and regulated workflows.

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whoami.sh

$ whoami
Álvaro Correa

$ focus
production AI systems

2M+ LLM interactions

~1M automated messages

~96% audited accuracy

~80% CSAT

What I build

Production AI, not isolated demos.

Agents that do work

Tool-calling systems that read, decide, write, escalate and survive production traffic.

Evals and observability

Golden sets, traces, audits and operational loops to improve quality with evidence.

Data foundations

Data platforms, semantic context and retrieval systems that make agents useful.

Guardrails for risk

Human review, fallback paths and controls for workflows where mistakes matter.

adri.agent

At TaxDown, I lead Data & AI and built Adri.

Adri is a production agent system for tax workflows: reading documents, extracting data, writing into returns, analyzing errors, applying edits and routing risky cases to humans.