Jonathan Chi Email & Phone Number

Lake Forest, CA, US

St Louis, Missouri, United States

• Evaluate the information extraction capabilities for fourteen open-source large language models (LLMs) in one of the largest echocardiogram natural language processing entity extraction studies
• Demonstrate the role of LLMs in transforming unstructured electronic health records into usable discrete data, supporting down-stream cardiovascular clinical research and decision-making

Rochester, New York, United States

• Utilize Epic Cosmos, a comprehensive healthcare data analytics platform with vast real-world data from over 140 million patients, to assess the impact of anticoagulant use on subdural hematomas
• Contribute to the development of an AI-based instructor using TensorFlow and deep neural networks for neurosurgical training, enhancing residency education on external ventricular drainage (EVD) procedures

Rochester, NY

• Utilized CRISPR-Cas9 System and parallel degron tag studies to explore proteomic mechanism of URMC-099, a neuropharmaceutical shown to provide protection against neurodegeneration in Alzheimer’s and Parkinson’s.
• Explored clinical therapies to address neuroinflammation from Alzheimer’s and Parkinson’s.

• Implemented iOS application with 300+ peer-reviewed machine learning nomograms, aiding 200+healthcare professionals in predicting a variety of medical outcomes and guiding potential interventions.
• Spearhead marketing efforts through website and X, promoting page views to 600 weekly user interactions.

• Provided over 600 hours of mentorship to first-generation immigrant families, improving language skills and cultural integration through Mandarin-based instruction.
• Developed and taught customized curricula for SAT and Advanced Placement (AP) courses in subjects such as Biology, Computer Science, and Chemistry, accumulating over 100 hours of instruction.