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Autonomous ATS Job-Application Agent

Autonomous ATS Job-Application Agent

An LLM-guided agent that finds and fills application forms on varied applicant-tracking systems from a candidate profile, with a dry-run mode.

Problem / Challenge

Company career pages and applicant-tracking-system forms vary too much for hard-coded application bots.

Solution

Given a job URL and a candidate profile, the agent opens the page in an automated browser, works out whether it shows a job description or a form, finds the Apply button when needed, fills the form with LLM guidance, and then submits or performs a dry run.

How it works

  • Job URL and profile
  • open page
  • classify description vs form
  • find Apply
  • LLM-guided form fill
  • submit or dry run

About this project

This project is from the professional portfolio of Muhammad Umer, Founder & CEO of EaseWorkflow. It is shown as an example of his automation work, not as an EaseWorkflow client engagement. Client and identifying details have been removed.

Results / Outcome

  • Designed to handle varied application forms that fixed, hard-coded bots cannot.
  • Includes a dry-run mode for review before submitting.