metadata

title: AI Medicare Advantage Analyzer
emoji: 🧠
colorFrom: blue
colorTo: yellow
sdk: gradio
python_version: 3.10.0
app_file: app.py
pinned: true
license: mit
cover_image: mylogo.JPG
sdk_version: 5.25.0

AI Medicare Advantage Analyzer 🧠📊

Built by PDS – Healthcare Analytics Powered by AI

This Hugging Face Space analyzes Medicare Advantage patient data using CMS/HEDIS rules, identifies care gaps, estimates financial recovery, and generates personalized summaries using an embedded local LLM.

🚀 Features

HEDIS & STAR care gap detection (e.g. Breast Cancer, A1c, BP)
SDOH-aware financial forecasting with HCC logic
LLM-generated summaries with prompt engineering
Cohort insights dashboard: risk, gap frequency, revenue
ZIP export of docx reports

📂 How to Use

Upload a CSV with synthetic or de-identified patient records.
Select report tone & optional custom summary prompt.
View reports, download ZIP, and explore population-level visuals.

🧠 Powered By

Python · Gradio · Pandas · Matplotlib · Seaborn
llama-cpp-python with DeepCogito LLM (8B GGUF)