A free-to-download and use project that explores efficient methods for email scraping and campaign automation. While there are many tools in this space, this is an idea-driven research initiative aimed at contributing to the growing conversation on web automation and marketing.
Guthub Link: https://github.com/ansifi/email_automation_tool
This tool, built with Scrapy, focuses on:
✔️ Extracting email addresses from websites using regex and saving them in a structured CSV format.
✔️ Validating and filtering email data to ensure accuracy and relevance.
✔️ Automating workflows to bridge email extraction and campaign management seamlessly.
Research and Future Outlook:
- This tool is designed as a free resource for research and experimentation.
- Looking ahead, there’s potential to integrate AI-driven automation for smarter, more efficient marketing processes — adapting to user behavior and optimizing campaigns dynamically.
- While many tools already exist, this project explores additional ideas and possibilities in the automation space.
📧 I welcome collaboration or feedback from researchers and professionals in the field. Feel free to reach out via personal email at ansif.pi@gmail.com
#Research #Python #WebScraping #Automation #DataScience