LangGraph multi-agent pipeline that fires on every ADT event — XGBoost risk scoring across 5 dimensions, ChromaDB RAG over CMS/HEDIS guidelines, Claude intervention planning, full action accountability. FastAPI + Railway.
End-to-end data analytics project analyzing hospital resource utilization and identifying operational bottlenecks using Python, SQL, and Power BI.
Hospital room scheduling and monitoring system for shifts, professionals, dashboards, registrations, and audit logs.
End-to-End Datenanalyse zur Optimierung von Sterilisationsprozessen im Gesundheitswesen | Python, SQL, Power BI | Prozessauswertung und Visualisierung für den AEMP-Bereich
Zava Health Network: End-to-end Fabric demo — Materialized Lake Views + Fabric IQ Ontology + Data Agents + Activator. Cross-domain hospital intelligence from EHR, staffing, census, and billing data. Three workspaces, zero manual orchestration.
End-to-end ICU census prediction pipeline using arrival forecasting, LOS modeling, and discharge hazard analysis with real hospital data
AI-driven hospital bed management and patient flow optimization system. Predicts bed availability and recommends optimal placement to reduce bottlenecks and wait times.
This project presents an end-to-end Healthcare Business Intelligence Dashboard built using Power BI to analyze hospital operations, patient demographics, bed utilization and financial performance. The objective was to design a structured relational data model, implement robust DAX measures, and build executive-level analytics.
This project builds a time series forecasting solution to predict daily hospital patient visit volumes. It uses two years of simulated hospital data and applies ARIMA, Prophet, and LSTM models to support hospital operational planning, including staffing and resource management.
Enterprise Power BI dashboard for Emergency Department (ED) analytics featuring patient flow, throughput, wait times, clinical quality, resource utilization, operational KPIs, and executive healthcare reporting.
Bed-flow and shift-operations dashboard for situation-room monitoring, bed map, procedures, flow tracking, and daily reports.
Proof of Concept AI-assisted healthcare analytics workspace — MySQL KPI layer for hospital operations and billing data
Client-side hospital operations exam-prep app: 7 domains, 850 practice questions, SM-2 spaced repetition, and weighted practice exams. React + TypeScript
Healthcare operations analytics case study: length-of-stay drivers and bed-day resource utilization across 100K hospital encounters. Python + Streamlit.
Shift handoff workflow for pending items, status tracking, modal entry, dashboard summaries, and history.
Healthcare Operations Analytics Dashboard built with Tableau to monitor patient flow, capacity utilization, readmissions, LOS, treatment outcomes, and operational bottlenecks for executive decision support.
Hospital operations analysis of care-unit duration, long-stay capacity burden, and discharge destination using MIMIC-IV v3.1 and BigQuery.
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