Graduate Student Researcher
CurrentGraduate Student Researcher under Principle Investigator: Dr. Ashish Atreja ( Chief Information Officer - UCDH-IT )Enable rapid experimentation in the healthcare AI space by first edition creation and validation of UC Davis Health's Organization wide FHIR - AI SANDBOX based on synthetic datasets ( Synthea OMOP ) or publicly available datasets ( NON-PHI ). Goal is to make a safe environment for pressure testing AI & GenAI tooling.Initial Product Launched on Nov 17 2023 to all UCDavis Medical Center & Campus faculty on Digital Davis Day by Dr JP Graff, Dr Prabhu Shankar and Rachel Johansson along with Dr Ashish Atreja.Roles :Medical AI Engineer :Identify and isolate AI ready problem statements from NIH Grants received.Co-ordinate with external AWS Partners and internal teams of UCDH-IT for making a production ready.Co-ordinate internal and external stakeholders ( board members) with clear visibility and planning for adopting of research based AI into production ready AI for use in organization.Help healthcare professionals understand and adopt GenAI based solutions by conducting knowledge transfer sessions and demos.Identify, asses & procurement scoping for AI solutions from external healthcare tech vendors into AI Sandbox.Model Use Cases :GenAI Comparative Chatbot for Post PCI Patients on AWS Bedrock + AWS Kendra using RAG pipeline across 11 LLMs to compare responses. Demonstrated by Rachel Johansson ( Final Year Med Student UCDMC)GenAI based 60 Second to Interactive Visualisation using No Code Platform ( AWS QuickSight Q ) for Opioid Datasets. Presented with Dr Prabhu Shankar ( Professor - UC Davis Health Informatics)Long COVID patient triage using no-code image pipelines ( AWS Sagemaker Canvas ) & Medical Transcription Service ( AWS Medical Transcribe + AWS Medical Comprehend) for dashboard based NER which is ready to integrate into an organizations EHR. Demonstrated by Dr John Paul Graff ( Associate Director Clinical Informatics - UCDMC )