SARA//SERI
Research & publications

A focused body of work designed to create impact.

Graduate analytics research presented as professional case studies, publication-ready articles, and decision-support frameworks.

Research Protection: Abstracts and selected findings are public. Full papers, code, datasets, and implementation materials are available only through approved private review.
01
HEALTHCARE RESEARCH

Predictive Analytics for Diabetes Risk

Machine learning for earlier identification and preventive resource allocation.

Full paper private
02
HEALTHCARE FINANCE

Predictive Analytics for Healthcare Cost Reduction

Identifying future high-cost patients before preventable crisis utilization.

Full paper private
03
HEALTHCARE OPERATIONS

AI for Hospital Resource Optimization

Forecasting demand and converting prediction into staffing and bed-allocation decisions.

Full paper private
04
FINANCIAL ANALYTICS

SEC Filing Text and Stock Return Prediction

An interpretable evaluation of financial language, quantitative features, and market prediction.

Full paper private

Current publication direction

Future articles will focus on responsible healthcare AI, healthcare cost prevention, operational forecasting, financial analytics, and executive decision support.

Preview Research Projects