ai-generated-design-requirements

Background

This project involves the design of a new product line that improves sustainabiity for the Italian Small Appliance Manufacturer De'Longhi. Technical specifications from existing product lines and sentiment analysis of Youtube comments was used alongside classification models to flag out comments relating to certain terms.

Folder Structures

There are 3 folders in the project:

1. Scraping - contains the code to scrape technical specifications from Delonghi's which makes use of Selenium and BeautifulSoup.
2. Utilities - Contains the AI models for classification and sentiment analysis
3. Youtube - Querying Youtube API to search for associated viddeos and save all comments
4. Root - Contains specification_score.py and the usability_score.py files

Usage

1. Clone the repository to your local machine and ensure you are in the root directory

   git clone https://github.com/jolow99/ai-generated-design-requirements.git

   cd ai-generated-design-requirements

2. Create a new virtual environment

   Windows: python -m venv venv

   Mac: venv venv

3. Install all requirements pip install -r requirements.txt

Read More

Link to writeup: https://drive.google.com/file/d/11igVLhA9fY53A6Flj9kTV4mrz4LmEv2q/view?usp=sharing