AI & ML interests
AI & ML Interests (optional): Civic-grade AI systems, ethical machine learning deployment, autonomous legal reasoning engines, immutable audit trails, international rights protection via AI, civic memory architectures, and defense against transnational misappropriation of ML-based technologies. Strong focus on accountability, explainability, and human rights-centered AI. Se quiser algo mais voltado para advocacy e segurança: Alternative version: Public interest AI, ethical ML governance, cyber-resilient civic platforms, AI for legal empowerment, global digital sovereignty, and institutional transparency. Our focus is on building AI tools that reinforce democratic values and defend against systemic abuse of machine learning systems.