analytics
Length of Stay Analysis
Analyzing patterns in hospital length of stay using CDC discharge data to understand what drives variation in inpatient stays.
Blog
Projects, case studies, and technical writing
analytics
30-Day Readmission Analysis
Exploring patient characteristics associated with hospital readmission rates in a heart failure cohort using synthetic EHR data.
analytics
ED Timeliness of Care Analysis
Analyzing emergency department wait times and patient flow using CMS Hospital Compare data across 4,000+ U.S. hospitals.
analytics
Sälka Designs: Automated ETL Pipeline
Serverless ETL pipeline that automatically ingests Squarespace order data, validates quality, and delivers weekly production reports via email.
analytics
U.S. Debt Analysis Project
U.S. federal debt trend analysis using Excel pivot tables, XLOOKUP functions, and ETS forecasting
analytics
Lemmary: A B2B Reporting Automation Dashboard
A case study on platform-agnostic schemas, time-series queries, and analytics patterns from building a B2B production dashboard.