Carlos Leopoldo is a software architecture practice led by a principal architect with more than 20 years of experience designing and building systems. Since 2004, Carlos has worked on high-traffic platforms, legacy migrations, and AI integrations for teams that depend on reliable technology. His portfolio includes a national electoral results system that maintained 100% uptime on election night while serving millions of concurrent users, a publishing platform handling more than four million monthly visits, and a SaaS data migration completed during daily operations.

Services are organized into four phases: discovery, AI strategy, engineering, and scale. Work begins with an audit of existing systems and business goals, then proceeds through agreed architecture and implementation decisions toward a production-ready release with monitoring and runbooks. Clients can engage Carlos for a turnkey project, as a fractional architect, for architecture, performance, or security audits, or to integrate large language models and predictive pipelines into systems already in production. His approach emphasizes clear decisions, measurable outcomes, and systems designed for demanding real-world conditions.