See how it works
Documents feed a vector index; a separate hand-curated set of entities and relationships feeds the knowledge graph. Both converge into the same retrieval-ready corpus that answers you, and anything it can't yet answer loops back to expand it. Click a node for details.
Explore the career graph
Every role, project, skill, and publication in the corpus, hand-curated as a graph, the same one the chat draws on for structured facts. Drag, scroll, and pan to explore: double-click a node to reveal its connections.
Person
Organization
Role
Project
Skill
Certification
Education
Publication
Reflection
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What can you ask?
Ask about specific roles, the projects behind them, skills and certifications, or the articles Maroun has published. Anything outside the approved record gets a plain “I don't have that”, with an offer to connect you with Maroun directly, rather than a guess.
Roles & experience
Projects
Skills & certifications
Published articles
Working style & leadership