Building software, data products, and applied artificial intelligence systems to solve real-world problems and create positive impact.
Active projects
Products and prototypes in development
Applied research
AI, computer vision, and healthcare data
Self-hosted infrastructure
Sovereign tools and data ownership
From research and prototypes to practical solutions with tangible impact in healthcare and public sector environments.
Data products, advanced analytics, interactive visualization, and rigorous technical information governance.
Robust systems, reproducible architectures, sovereign infrastructure, and scalable high-availability software.
Rigorous methodological exploration at the intersection of computational technology, open data, and society.
End-to-end computer vision pipeline for mammogram analysis, spanning medical dataset normalization, YOLO object detection models, and a containerized web demo with async job queues.
Production digital publication dedicated to feline health, running on hardened self-hosted infrastructure: Ghost CMS, Docker, MariaDB, Nginx with Brotli, custom imgproxy pipeline, and automated email workers.
Contributions to a legal AI web application through reusable React and TypeScript components, API integration, and real-time event-driven interfaces.
How I took a computer vision project applied to mammographies from dataset preparation and model training to a functional live demo with YOLO, Docker, authentication, job queues, and foundational security controls.
BitácoraMiau is a digital project focused on feline health built on self-hosted infrastructure: Ghost CMS, Docker, MariaDB, Nginx, imgproxy, Mailgun proxy, memberships, SEO, custom tools, and content production for cat owners.
CirusDev was born as a personal space to document projects, revisit previous work, and share technical lessons learned. Its name comes from a simple memory: my first computer, the one that marked the beginning of many things.