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Juan Manuel Villa Guzmán

@juanmanuelvillaguzmn

Full Stack Developer at MTI Consultoría who prototyped DIDS and cut deployment preparation from one hour to 20 minutes.

Mexico
Message

At MTI Consultoría, I proposed and prototyped DIDS, an internal AI assistant for the REGER platform. It retrieves documentation with RAG on ChromaDB, generates PL/SQL, and uses a Neo4j knowledge graph.

I developed an internal Python and React tool with Tailwind CSS to organize SQL scripts from GitLab release folders. Its drag-and-drop reordering and ZIP export cut deployment preparation from one hour to 20 minutes per release.

I designed and implemented REST endpoints with Oracle ORDS, integrating modules with TypeScript and Oracle JET client applications. I also co-developed a PL/SQL audit tool that checks 30 internal convention rules and reduced code review observations by 70%.

I develop and maintain REGER, a government accounting platform built on Oracle and PL/SQL. Earlier, I worked as a freelance IT Support Technician and an IT Assistant, supporting computer users and systems.

Experience

Work history, roles, and key accomplishments

IN

Técnico en Soporte de TI

Independiente

Jun 2019 - Oct 2021 (2 years 4 months)

Provided computer repair and software installation services for individual clients.

VG

Auxiliar de TI

Vector ITC Group

Jan 2018 - Jun 2019 (1 year 5 months)

Provided technical support to users, including operating system installation, profile administration, network management, and backups.

Education

Degrees, certifications, and relevant coursework

Universidad Autónoma de Querétaro logoUQ

Universidad Autónoma de Querétaro

Licenciatura, Information Technology Administration

Completed a degree in Information Technology Administration in 2018.

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