All projects
RecruitingForm filling, AI
Job Application Form Filler
A browser extension reads a job application form and fills it in with AI, using the applicant's saved profile.
Client: A client applying to many jobs
- instead of about 8 minutes of typing
- 1 click
- of standard job boards covered
- 90–95%
Job seekers often spend 5 to 10 minutes typing the same details into every application form.
The problem
A client needed to automate this across dozens of job boards, each with its own unpredictable form layout. Copying the same profile into every form slowed the whole job hunt down.
What I built
A browser extension with a Python backend and Gemini AI:
- 1The user saves their profile once
- 2The extension reads the form on any job page
- 3AI matches each field and fills it in seconds
- 4It warns the user when a secure form blocks outside scripts
The hard part
Some job sites load their forms inside secure frames that block outside scripts. Instead of failing quietly, the extension detects these blocks and tells the user right away.
The results
- About 8 minutes of typing down to 1 click
- Works on 90 to 95% of standard job boards