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Contract Analysis Pipeline: Extract, Flag, and Review Legal Docs Fast
Demonstration of a contract analysis pipeline that extracts key contract terms, flags risky clauses, and visualizes changes using a Hugging Face model and Streamlit UI.
I will demo a working Contract Analysis Pipeline that ingests sample legal contracts and automatically extracts key terms (e.g., parties, amounts, deadlines), flags risky or ambiguous clauses (like indemnity or termination), and highlights non-standard language based on predefined templates. The pipeline is designed to reduce manual legal review time from hours to minutes.
The live demo will show:
• Clause-level parsing using a Hugging Face model
• How I evaluate risk using prompt-like logic and pattern matching
• Streamlit UI displaying before/after annotated contracts
Challenges with clause ambiguity and misclassification and how I addressed them.
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