Update app.py

app.py

@@ -687,4 +687,15 @@ with tab2:
     
     st.markdown(
         '<p class="about-text">Inspired by an assessment in BCO6008 Predictive Analytics class in Victoria University '
-        '(Melbourne) with Dr. Omid Ameri
+        '(Melbourne) with Dr. Omid Ameri
+        '<p class="about-text">Inspired by an assessment in BCO6008 Predictive Analytics class in Victoria University '
+        '(Melbourne) with Dr. Omid Ameri Sianaki. Enjoyed doing this and learned a lot! 😊</p>',
+        unsafe_allow_html=True
+    )
+    st.markdown('</div>', unsafe_allow_html=True)
+    
+    # Disclaimer footer
+    st.markdown("""<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)