Senior AI & Data Strategy Analyst
TextClassification
Trained H2O.ai machine learning models to standardize and improve financial class descriptions and revenue cycle management metrics. Oversaw the process of creating, cleaning, and annotating payer data to facilitate effective AI model performance. Worked closely with domain experts to ensure high-quality, relevant labels for 50+ ambulatory surgery centers (ASCs).
• Labeled and classified insurance and payer data across multiple systems.
• Collaborated with billing and coding teams to resolve ambiguities in source data.
• Evaluated annotation accuracy through iterative model training feedback.
• Utilized H2O.ai tools to automate validation and correction cycles.
Trained H2O.ai machine learning models to standardize and improve financial class descriptions and revenue cycle management metrics. Oversaw the process of creating, cleaning, and annotating payer data to facilitate effective AI model performance. Worked closely with domain experts to ensure high-quality, relevant labels for 50+ ambulatory surgery centers (ASCs). • Labeled and classified insurance and payer data across multiple systems. • Collaborated with billing and coding teams to resolve ambiguities in source data. • Evaluated annotation accuracy through iterative model training feedback. • Utilized H2O.ai tools to automate validation and correction cycles.
2021 - 2022