Mapika

Mapika.dev is the personal site of Mark Marosi, an AI principal researcher and PhD student working at the intersection of machine learning, chemistry, and bioinformatics. Through essays, interactive demonstrations, and open-source projects, he explains how AI and complex systems work and why they matter. The site emphasizes accessible language, transparent assumptions, and numerical checks readers can run in their browsers, making technical ideas easier to understand without asking readers to take claims on faith.⁠