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I build interfaces that turn AI from answers → decisions.

Designing AI Systems People Can Understand, Control, and Experience

Multi-agent · Multimodal · Real-world interaction

Hello! I’m Andrea, your virtual docent. Welcome to my portfolio! I’m here to guide you through my work and answer any questions you might have. Feel free to ask about my projects, skills, or anything else you’d like to know. Enjoy your visit!

Abstract visual representing AI Personas

Most AI interfaces hide how decisions are made. I design systems that make model behavior observable, comparable, and controllable for research teams.

Visual representing multimodal AI systems

multi-agent reasoning, comparison, and real-time decision-making

Creative Technologist for Generative AI & XR Systems

I design and prototype systems that make generative AI outputs testable and production-ready. At Meta Superintelligence Lab, I defined evaluation frameworks for multimodal model behavior and partnered with Engineering, PMs, and UXRs to translate AI outputs into structured analysis. My independent React/JavaScript prototypes — Compare Mode, Focus Mode, real-time streaming — solve the gaps I saw firsthand in how teams observe and control model behavior.

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I’ve spent 18 years making complex systems observable — from spatial tracking at Microsoft MR to model behavior at Meta. I prototype the tools research teams need to see what’s happening inside the system.

FOCUS

Multi-agent systems • Multimodal AI • Human–AI Interaction • XR Interfaces​

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Previously worked across:
  • Meta — Multimodal AI Systems & Evaluation

  • Microsoft Mixed Reality — XR Systems & Interaction

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These experiences shape my approach: high-fidelity execution, creative rigor, and bold future-forward experimentation.

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