Generative AI Hackathon with IBM watsonx

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Mixed Intelligence

umarmajeed

Project Name: FILL IT
Author: Umar Majeed 

Description:
FILL IT is an automated system designed to streamline data entry processes. The project utilizes the Whisper model for transcribing audio recordings into text and the IBM Granite model for extracting information and filling out forms. The workflow involves:

    Audio Transcription: Converts audio files (e.g., WAV, MP3) into text using the Whisper model.
    Text Extraction: Extracts text and questions from a PDF form.
    Form Generation: Uses the IBM Granite model to generate completed form data based on the transcribed text and extracted questions.

Due to technical issues, I was unable to deploy the application before the submission deadline. I am actively working on deploying it and will make it available soon. For now, I am submitting the project in its current state. The Kaggle notebook detailing the implementation is shared for reference.

Automated system for converting audio recordings to text and filling out forms using Whisper and IBM Granite models. Streamlines data entry by transcribing audio, extracting PDF content, and generating completed forms

"Mixed Intelligence team on Generative AI Hackathon with IBM watsonx Hackathon"

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