Monthly 3,000 Recruitment Scout Send Automation Tool
Developed a tool combining API, scraping, and LLM to automate scouting operations.
Challenge
Many platforms don't allow bulk sending, making manual sending of thousands of monthly messages extremely time-consuming and costly. Detailed filtering by skills, experience, and preferences beyond platform search was difficult, making precise targeting challenging. Manual review was error-prone, making quality assurance difficult.
Solution
Developed a tool combining API, scraping, and LLM technologies to automate scouting operations. Specify search criteria and message content to auto-filter candidates and generate customized scout emails for automatic delivery.
Result
Achieved 2,000 monthly sends while maintaining reply rates
Team
2 members, 4 months
Design to implementation and operations
Role
Responsible for everything from design to implementation and operations.