AI Solutions ArchitectFreakingJSON Agencia
I design AI systems that turn complexity into verifiable operations.
Cali, Colombia
My path began in technical support, networking and systems administration. That foundation still shapes how I design software: how it is built, how it runs and who will use it.
I have worked with JavaScript, PHP, SQL, WordPress, Hugo, Node.js, Vue, Nuxt and AngularJS, alongside analytics, SEO, CRM, CMS and LMS. Today I connect that experience with AI architecture, automation and local systems.
Understand the problem and choose technology that fits the need, not the trend.
Turn architecture into useful functionality, clear interfaces and integrations.
Take the project through launch and support its implementation.
Beyond software, I write about technology, geek culture and personal projects.
From the portfolio’s editorial archive:
I design multi-agent systems that perform verifiable technical work end to end.
I build strictly-typed, observable, production-ready full-stack platforms to enterprise standards.
I operate reproducible local-first infrastructure that runs open models with no external API dependency.
I deliver ecommerce automations with full instrumentation and operational trust over client data.
I lead agencies and technical products connecting architecture, operations and client value delivery.
Maaji
Systems-level AI architecture and specialized automation.
FreakingJSON Agencia
Product leadership, architecture, and technical execution.
Maaji
Full-stack web engineering and digital platform evolution.
DECORCERAMICA
Development and operation of web solutions.
Fundación Salamandra
Web presence and tooling development.
Three projects that show my work in AI, infrastructure and ecommerce.
Multi-step agent with local TTS, RAG and MCP orchestration.
OutcomeFlagship system. Verifiable technical execution over the FreakingJSON local stack.
ProofPublic repo + case study.
Case study
Open framework for AI agents with typed propagation.
OutcomeOpen-source infrastructure v0.4.0-beta. Reused in client architecture.
ProofPublic v0.4.0-beta release + docs.
Case study
Ecommerce platform with AI, automation and trustworthy measurement.
OutcomeClient architecture. Sanitized data; contracts and evidence preserved.
ProofContracts, dashboards and sanitized artifacts.
Case studyPublic projects and resources to explore my work.
Ecommerce, corporate websites and applications. A body of work that predates AI.
Frontend module development, metaobjects and metafields implementation, custom design features and additional functionalities, Shopify 2.0
Original project
Integration and automation of orders between Shopify and the logistics manager, optimized layouts
Original project
Implementation of meta-objects and meta-fields in collections, layout optimization, SEO tags and content placement, sitemap implementation for positioning.
Original project
Design, architecture and Landing Page development from scratch by client requested. Custom form with automatic email responses. Responsive design, SEO ready and linked with social media.
Original project
Design, architecture and web App development from scratch by client requested. Live chat implementation with user access control. Automatic email responses. Responsive design, SEO ready and linked with social media.
Original project
Ecommerce architecture and web development for the client needs. Custom shop manager based on Woocommerce, upload & update product process customized with ETL tool. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original project
Web development for the client needs over Wordpress. Product catalog with custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Content blog with custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectDesign, architecture and web development from scratch by client requested. Ecommerce implementation with product upload automatic. The ecommerce was integrated with Transbank payment gateway. Responsive design, SEO ready and linked with social media.
Original projectArchitecture and web development on Wordpress for the client brand needs. Intuitive administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms, corporate brand. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectDesign, architecture and event Landing Page development from scratch by client requested. Custom form with automatic email responses. Responsive design, SEO ready and linked with social media.
Original projectWeb development for the client needs over Wordpress. Custom contact forms. Intuitive and administrable layout, 100% responsive. SEO ready and linked with social media.
Original projectThese images document past work and may not represent the current state of the websites.
Education, languages and certifications
Technology in Systems, Management and Network Administration
