Update README.md

README.md

@@ -1,12 +1,12 @@
 ---
 license: mit
-title: AI Contract Intelligence Demo
+title: 'SYNCLM: AI Contract Intelligence Demo'
 sdk: gradio
 emoji: 📚
 colorFrom: purple
 colorTo: indigo
 thumbnail: >-
-  https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/ApY-ZT4UGyVbI2lPDt3_J.png
+  https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/zIJmobHAiLPyf-9FItm-W.png
 short_description: 'AI-powered contract analysis: summary, metadata, clause risk'
 ---
 
@@ -24,16 +24,43 @@ short_description: 'AI-powered contract analysis: summary, metadata, clause risk
 ---
 # SYNCLM – AI Contract Intelligence Demo 🤖📄
 
-A live demo to showcase contract analysis using Hugging Face Transformers & Gradio.
+# 🤖 SYNCLM – AI Contract Intelligence Demo
+
+An interactive legal tech prototype that showcases intelligent contract review using open-source models from Hugging Face.
+
+### 🔍 Features
+- Upload legal documents (.pdf, .docx, .txt)
+- Executive summarization (EN)
+- Metadata extraction using NER (Named Entity Recognition)
+- Clause risk detection (rule-based)
+- Fallback clause suggestions (semantic similarity)
+- Real-time translation (EN → PT via Unicamp-dl)
+
+## 🧠 Models Used
+
+| Task              | Model Used                                              |
+|-------------------|---------------------------------------------------------|
+| Summarization     | `facebook/bart-large-cnn`                               |
+| Metadata (NER)    | `pierreguillou/ner-legal-ptbr-electra-small`            |
+| Risk Detection    | Custom classifier (fine-tuned LegalBERT)                |
+| Translation       | `unicamp-dl/translation-en-pt-t5`                       |
+
+> All models sourced from [Hugging Face](https://huggingface.co/models)
+
+## 🚀 Run Locally
+
+Install dependencies:
 
-**Features:**
-- Contract upload (.pdf, .docx, .txt)
-- Executive summarization
-- Metadata extraction (NER)
-- Clause risk detection
-- Fallback clause suggestions
-- Translation (EN → PT via DeepL or Hugging Face)
+```bash
+pip install -r requirements.txt
 
-Built with: `Gradio`, `Transformers`, `Sentence Transformers`, `DeepL API`
+### 🧠 Built With
+- `Gradio`
+- `Transformers`
+- `Sentence Transformers`
+- `Unicamp-dl`
+- `Torch`
+- `PyMuPDF`
+- `python-docx`
 
-> Created by Sabrina Colirri – SCBconsulting
+> Created by **Sabrina Colirri** — SCB Consulting