Senior Software Engineer at AgileEngine with 8 years of experience across frontend development, data science, and AI-powered developer tooling. I write about the practical side of building with AI — RAG pipelines, CI/CD automation, Cypress testing at scale, and the engineering decisions behind real production systems. I started in machine learning (fraud detection, computer vision) before moving into enterprise React and, eventually, back into AI through developer tooling. Based in Guatemala 🇬🇹. Building things remotely for the world.