Projects
A selection of my work in data analysis, healthcare IT, and full-stack development.
ICD-10-CA Helper
Developed an AI app to assist coders by analyzing clinical notes. The system uses vector embeddings for all ICD/CCI codes and breaks down analysis into smaller tasks assigned to AI agents. A final validation layer merges results and prevents duplicates. Selected to speak on this topic for CHIMA's HIP Week.
Healthcare Interoperability (HL7)
Engineered a FHIR data transfer platform for interoperability between LHSC and St. Joseph’s Healthcare (SJHC), featuring CRUD APIs for Patient & Observation resources. Also built automated ETL pipelines between LHSC and Alimentiv’s clinical research systems.
Hotel Staff Management
An enterprise hotel staff management system built with a microservices architecture, featuring role-based access control and service discovery with Eureka.
Survey Web Application
A full-stack survey platform with robust schema validation and analytics, supporting over 20,000 responses across 150 unique surveys. Features middleware with JWT for security.
Trading Web Application
A dynamic stock trading application with versions in both ASP.NET/Azure SQL and Python/Flask. Features real-time price updates and comprehensive database management.
Decision Support: Operating Budget
Modeled operating budgets and a 20% reduction scenario for LHSC, benchmarking against peers using Ontario Health and CIHI data to provide data-driven recommendations.