Update README.md

README.md

@@ -33,7 +33,7 @@ short_description: Data-Driven Innovation for Aadhaar
 
 ## 🎯 Overview
 
-Project Sentinel is an innovative fraud detection system designed specifically for UIDAI Aadhaar enrolment centers. Unlike traditional global threshold-based systems, Sentinel uses **context-aware machine learning** with district-level normalization to identify fraudulent patterns while accounting for India's demographic diversity.
+Project S.T.A.R.K is an innovative fraud detection system designed specifically for UIDAI Aadhaar enrolment centers. Unlike traditional global threshold-based systems, Sentinel uses **context-aware machine learning** with district-level normalization to identify fraudulent patterns while accounting for India's demographic diversity.
 
 ### The Problem We Solve
 
@@ -108,13 +108,13 @@ pip install -r requirements.txt
 
 3. **Run the Jupyter Notebook** (Data Processing)
 ```bash
-jupyter notebook project_sentinel_notebook.ipynb
+jupyter notebook project_stark_notebook.ipynb
 ```
 This generates `analyzed_aadhaar_data.csv`
 
 4. **Launch the Dashboard**
 ```bash
-streamlit run sentinel_dashboard_enhanced.py
+streamlit run app.py
 ```
 
 5. **Access the application**
@@ -131,12 +131,12 @@ UIDAI/
 ├── README.md                          # This file
 ├── requirements.txt                   # Python dependencies
 ├── Dockerfile                         # Docker configuration
-├── project_sentinel_notebook.ipynb    # ML model & data processing
+├── project_stark_notebook.ipynb    # ML model & data processing
 ├── app.py                             # Streamlit dashboard
 ├── analyzed_aadhaar_data.csv          # Processed data (generated from colab)
 ├── docs/
-│   ├── Project_Sentinel_Analysis.docx
-│   ├── Sentinel_Dashboard_Documentation.docx
+│   ├── Project_Stark_Analysis.docx
+│   ├── Stark_Dashboard_Documentation.docx
 │   └── Dashboard_Enhancements_Guide.docx
 └── assets/
     └── screenshots/                   # Dashboard screenshots
@@ -276,10 +276,10 @@ RISK_CATEGORIES = {
 ### Docker Deployment
 ```bash
 # Build image
-docker build -t sentinel-dashboard .
+docker build -t app .
 
 # Run container
-docker run -p 8501:8501 sentinel-dashboard
+docker run -p 8501:8501 app
 ```
 
 ### Hugging Face Spaces