I'm a Software Engineer and Information Systems Engineering student at UTN FRRo, based in Argentina. I build end-to-end software for domains where reliability, traceability, and clear decisions matter.

Right now, I work on private systems for labor and social-security Legaltech and union management. I can't share their code or clients, but they shape how I approach data models, access control, testing, and long-term maintenance.

🧉 My final degree project, Conectando Corazones, is complete. I'm now shaping a focused research direction around AI alongside my engineering work.

I'm starting to shape a research direction around AI: how systems behave in practice, how we evaluate them honestly, and how to make their use safer in real, high-stakes contexts. You'll find benchmarks, tests, and small experiments here as that work takes form.

• Laboralia (private) — A Legaltech platform for lawyers and law students working with Argentine labor and social-security law. It brings together a legal library, calculators, AI-assisted document workflows, RAG, semantic search, and workflow automation.
• SIGA (private) — An end-to-end management system for a union association, covering members and family groups, collective bargaining agreements, documents, benefits, finances, and representation workflows.

• Conectando-Corazones — My completed final degree project: a team-built SvelteKit platform that connects organizations seeking support with people and organizations ready to help, including Gemini-powered text generation.
• llm-abstention-evals — A reproducible benchmark for evaluating abstention in structured-output LLM classifiers.
• AnkiHUD — An open-source Python add-on that makes Anki learning progress easier to read at a glance.
• focus-mode-pro — An Obsidian plugin for distraction-free writing and keyboard-first navigation.

🤍 AI research, reliable software systems, and the ethical, safe use of AI in regulated domains.