Andrea Silverman
I build interfaces that turn AI from answers → decisions.
Designing AI Systems People Can Understand, Control, and Experience
Multi-agent · Multimodal · Real-world interaction

Most AI interfaces produce a single response. I design systems that expose multiple perspectives, tradeoffs, and reasoning over time.​

multi-agent reasoning, comparison, and real-time decision-making
Creative Technologist for Generative AI & XR Systems
I design systems that make generative AI outputs more controllable, consistent, and production-ready. My work focuses on structuring prompts, personas, and evaluation frameworks that improve identity stability, motion realism, and dialogue coherence across multimodal outputs including image, video, and voice. I am particularly interested in dialogue-driven character systems where small improvements in prompt architecture and evaluation criteria significantly increase output reliability across runs.
FOCUS
Multi-agent systems • Multimodal AI • Human–AI Interaction • XR Interfaces​
​
Previously worked across:
-
Meta — Multimodal AI Systems & Evaluation
-
Microsoft Mixed Reality — XR Systems & Interaction
​
These experiences shape my approach: high-fidelity execution, creative rigor, and bold future-forward experimentation.