Update app.py

app.py

@@ -132,7 +132,22 @@ st.markdown("""
     /* Banner image styling */
     .banner-image {
         width: 100%;
-        margin-bottom: 1rem;
+        margin-bottom: 1.5rem;
+        border-radius: 10px;
+        box-shadow: 0 4px 10px rgba(0, 0, 0, 0.1);
+    }
+    
+    /* Footer disclaimer */
+    .footer-disclaimer {
+        text-align: center;
+        margin-top: 2rem;
+        padding: 1rem;
+        border-top: 1px solid #EEEEEE;
+        font-size: 0.9rem;
+        color: #666666;
+        line-height: 1.5;
+        background-color: var(--light-gray);
+        border-radius: 5px;
     }
 </style>
 """, unsafe_allow_html=True)
@@ -348,9 +363,10 @@ with tab2:
     st.markdown("[Ivy Fiecas-Borjal](https://ifiecas.com/)")
     st.write("Inspired by an assessment in BCO6008 Predictive Analytics class in Victoria University (Melbourne) with Dr. Omid Ameri Sianaki")
 
-# Footer
+# Footer with disclaimer
 st.markdown("""
-<div class="footer">
-    <p>© 2025 AI-Powered Loan Approval System | <a href="#" style="color: #7950F2;">Terms of Service</a> | <a href="#" style="color: #7950F2;">Privacy Policy</a></p>
+<div class="footer-disclaimer">
+    <p><strong>Educational Project Disclaimer:</strong> This application is a prototype created to demonstrate machine learning model deployment and is not an actual financial service. The loan approval decisions are based on a trained model for educational purposes only and should not be used for real financial decisions.</p>
+    <p>© 2025 SmartLoanAI - Machine Learning Showcase Project</p>
 </div>
 """, unsafe_allow_html=True)