Jayss/Booking_Document_and_Text_Summarizer

Booking Document and Text Summarizer

This web application demonstrates my ability to design and deploy practical NLP solutions that could improve internal workflows. By leveraging state-of-the-art transformer models and the Gradio interface, it enables users to quickly summarize lengthy documents, reducing manual reading time and supporting faster, more informed decision-making.

A Gradio web app that summarizes financial PDF documents and custom text using a transformer-based summarization model (facebook/bart-large-cnn).

This LLM is pretrained, and users can select some predefined financial documents to summarize or paste their own text.

To note: The prototype model would only read the first 512 words in the PDF document due to the hosting’s limited hardware-free resource. The model may take a few minutes to run as it is currently running on a free HuggingFace hardware using a 2 vCPU - 16 GB RAM.