Hi! My name is Joe.
I am a Machine Learning Engineer specializing in productionizing AI systems into healthcare infrastructure. Currently, I work as a Software Engineer at Flatiron Health, where I productionize NLP models (entity extraction, summarization, etc) to run across millions of patients and billions of individual medical documents.
I have spent my entire professional life working in healthcare. Prior to Flatiron Health, I developed ML infrastructure for the #2 top cancer hospital in the US, Memorial Sloan Kettering Cancer Center, where I performed "full stack" machine learning to operationalize ML models for Department of Surgery, performing exploratory data analysis, modeling, Epic system integration (FHIR), and post-deployment QA.
I recieved a MS in Computer Science, focusing on Deep Learning, at Columbia and my BSE from Princeton in Biological Engineering.
