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Currently working on: An educator dashboard that takes insights derived from analytics to inform student performance, curiosity, and weak spots. A student-facing LLM-enabled prompter that explains key points behind each drawer, supply bin, clinical scenario, or ventilator setting based on student's behavior and performance on website. Informed through a RAG system on a closed-source model - thinking of using Claude, but might also be fun to use Tinker (Thinking Machines) so that I can use cheap PEFT to train models on student performance.

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Anesthesia Playground by Yale. Introduction to the Pyxis and Ventilator systems. Dedicated project for the students to engage and learn about the anesthesia side of the OR. Created by Chanseo Lee (MS3) and Dr. Chris Szabo at Yale School of Medicine. Collaboration and advising by Dr. John Guzzi and Dr. Viji Kurup.

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