update README file

README.md

@@ -20,11 +20,11 @@ pipeline_tag: text-classification
 
 # Banking Multilingual Intent Classifier
 
-**Model Name:** Banking Multilingual Intent Classifier
-**Base Model:** google/muril-base-cased
-**Task:** Multilingual Intent Classification
-**Intents:** 14
-**Languages:** English, Bangla (Bengali script), Banglish (Romanized Bengali), Code-Mixed
+- **Model Name:** Banking Multilingual Intent Classifier
+- **Base Model:** google/muril-base-cased
+- **Task:** Multilingual Intent Classification
+- **Intents:** 14
+- **Languages:** English, Bangla (Bengali script), Banglish (Romanized Bengali), Code-Mixed
 
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@@ -228,9 +228,9 @@ Recommended Production Safeguards:
 
 ## 12. Version
 
-Version: 6.0
-Status: Production-ready with monitoring
-Last Evaluated: Epoch 5
+- Version: 6.0
+- Status: Production-ready with monitoring
+- Last Evaluated: Epoch 5
 
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@@ -239,11 +239,11 @@ Last Evaluated: Epoch 5
 Recommended stack:
 
 User Input
-→ Language detection (optional)
-→ Intent classifier (this model)
-→ Confidence threshold
-→ Business logic router
-→ Response generator
+- → Language detection (optional)
+- → Intent classifier (this model)
+- → Confidence threshold
+- → Business logic router
+- → Response generator
 
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@@ -255,6 +255,6 @@ For any inquiries or support, please reach out to:
 
 * **Author:** [Abhishek Singh](https://github.com/SinghIsWriting/)
 * **LinkedIn:** [My LinkedIn Profile](https://www.linkedin.com/in/abhishek-singh-bba2662a9)
-* **Portfolio:** [Abhishek Singh Portfolio](https://portfolio-abhishek-singh-nine.vercel.app/)
+* **Portfolio:** [Abhishek Singh Portfolio](https://me.devhome.me/)
 
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