Real-world lobby data is dirty and unpredictable. Here is how we combined AWS Textract OCR with fuzzy matching to turn driver's license scans into clean database records.
Physical paper tolerates human chaos that relational databases reject. How we mapped messy analog clipboards into strict, deterministic XML and PostgreSQL schemas.
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Ramon Rios Jr.
โขSeptember 8, 2026
About us
Hi, I'm Ramon Rios Jr. I'm a Systems Architect who loves turning complex technical challenges into clean, automated solutions. With a background that spans from hands-on hardware to modern cloud infrastructure, I build resilient systems that help organizations run smarter, not harder. Currently, I'm proud to lead the technical architecture for the Humanos Foundation, where we're building secure, scalable technology designed to make a real-world impact.