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aentrepreneur/README.md

Angel Estuardo Esquivel Turcios

Security Developer @ Harness · AI Systems Engineer · Guatemala City 🇬🇹

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I design secure infrastructure, autonomous agent systems, and private AI runtimes for real-world operations. Based in Guatemala City, working at the intersection of AI security, agentic engineering, and operational infrastructure for SMB environments in LATAM.

Treating agents as deployable products, not disposable wrappers — infrastructure as a product line, not just a deployment task.

Selected impact: 60% reporting time reduction · 15+ automated security workflows · 40% faster threat detection · 3+ enterprise platforms deployed · Led teams of 12.

📦 Project Studio

🛡️ Security & Identity

Project Status Stack
🔐 Secure Access Stack Stable MFA · RADIUS · LDAP · privacyIDEA
🏰 PrivacyIDEA Docker Stable Docker · PostgreSQL · TOTP/2FA
🔑 Nexus Core Stable Identity · SSO · MFA · Monitoring

🤖 AI & Agents

Project Status Stack
🚀 Nexus One Stable Agentic Framework · VPS Deploy
⚡ Harness WIP F1-F6 Engine · Python · Deterministic
🎯 AI Monetize WIP Content Pipeline · Niche Validation
🧠 Learning AI Stable RAG · Agents · Fine-tuning · CV

💻 Infrastructure & Automation

Project Status Stack
🌐 GuateFlow Stable OCR · Tender Search · VSCode
🖥️ Private AI Runtime Stable Offline · Portable · Local Inference
💾 Uncensored LLM Stable USB · GGUF · llama.cpp · CPU

🛠️ Tech Palette

Domain Tools
Security MFA · RADIUS · LDAP · privacyIDEA · IAM · VPN · WAF
AI/ML LLM Router · RAG · GGUF · llama.cpp · Agentic Engineering
Infra Docker · Nginx · GitHub Actions · CI/CD · VPS · Ubuntu 24.04
Stack Python · FastAPI · SQLAlchemy · PostgreSQL · Redis · Bash

🏗️ Now Building

Harness — Platform Engineering Framework (F1-F6). Deterministic project generation. Zero LLM tokens in scaffold/deliver.

🇬🇹 Regional Lens

My work is shaped by Guatemala and LATAM realities: budget limits, maintainability, infrastructure constraints, remote support, and compliance expectations. I build systems that translate regulatory pressure into concrete technical architecture.

🔗 Connect

LinkedIn GitHub Email

Last updated: 2026-07-09 · Public portfolio · Private -local mirrors for stable releases

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