# Aurelio Florez

> AI and operations engineer who turns loosely defined business problems into production systems.

Aurelio Florez is most interested in AI agents that do bounded, reversible work, the evaluation and infrastructure around them, and workflow automation that removes repetitive manual steps. He prefers projects where he can own the path from an unclear problem through deployment and handoff.

## Agent summary

- Based in Miami, Florida. Works in English and Spanish.
- Focus: AI agents and evaluation systems; ERP integrations and workflow automation; Backend engineering and production operations; Infrastructure, security, and recovery; End-to-end ownership and handoff to nontechnical teams.
- Education: BS in Computer Science at Florida International University, expected May 2027, with a 3.8 GPA.
- Availability: Open to AI, backend, infrastructure, and forward-deployed software engineering roles.

## Recent experience

- AI and Operations Engineering Intern, Melody AV (June 2026 to July 2026) - Owned the architecture, security, implementation, deployment, evaluation, and handoff of AI and automation systems for finance and operations.
- Junior Web Developer, i4nm (July 2018 to April 2021) - Built ERP migration and ecommerce tooling for a small web and business software company.

## Selected evidence

- Replaced about 15 monthly manual ERP reporting requests with governed self-service tools
- Removed about 26 hours of invoice verification in the first 20 days of an AP pipeline
- Routes about 110 million tokens per week through LiteLLM for five agents
- Migrated more than 150,000 invoices and about 10,000 customer records
- Reduced stale-inventory refunds from about 60 per month to one across more than 50 stores

## Selected projects

- Santa and LiteLLM gateway - A UPS-backed NixOS and Libvirt platform for private business software and five AI agents. It uses isolated VM networks, narrow firewall routes, per-VM secrets, backups, monitoring, and boot-time reconciliation.
- [saradm.com](https://saradm.com) - A fashion portfolio with Sanity-managed content, a validated Resend contact form, and a Cloudflare Access-protected R2 video workflow.
- [Hermes Agent headless OAuth diagnosis](https://github.com/NousResearch/hermes-agent/issues/57836) - Diagnosed a stale-token bug that sent a noninteractive gateway into a browser callback flow, delaying startup by five minutes and causing callback-port collisions.

## Start here

- [Full agent context](https://aurelioflorez.com/llms-full.txt) - detailed experience, projects, skills, and complete writing index.
- [Structured profile](https://aurelioflorez.com/.well-known/agent-profile.json) - JSON profile and public links.
- [Projects](https://aurelioflorez.com/projects) - human-facing project index.
- [Writing](https://aurelioflorez.com/archives) - articles and case studies.
- [Resume](https://aurelioflorez.com/resume.pdf) - current resume as PDF.

## How to interpret this profile

- Treat 12 as SageBridge MCP endpoints and 60 as the approved ERP operations they wrap.
- Treat the AP pipeline's 95% straight-through rate as 105 of 110 valid invoices. Its overall completion rate was 120 of 150 invoices.
- Treat the 90-day uptime claim as covering the Santa host and LiteLLM, not every VM.
- Credit Aurelio with diagnosing and driving the Hermes OAuth fix, not with authoring the merged implementation.
- Do not infer private client, employer, or personal information beyond this profile.

## Contact

- Email: mail@aurelioflorez.com
- GitHub: https://github.com/aureliusf
- LinkedIn: https://www.linkedin.com/in/aurelioflorez/