Portfolio · AI Automation

Job applications on autopilot.

An internally developed system that automates the entire job application process: AI agents search for suitable positions, analyse them, write individual cover letters and fill out application forms on their own — from start to finish without manual intervention.

How the agents work together

Each step in the process is handled by a specialised AI agent. The agents pass their results on to the next step in a structured way.

Step 1

Job search & filtering

A search agent scans job portals for positions that match the profile. Matches are filtered and prioritised by relevance — spam and duplicates are dropped.

Job search & filtering

Step 2

Analysis & evaluation

Each job posting is matched against the candidate profile. The agent evaluates the fit, identifies key requirements and gives a recommendation.

Analysis & evaluation

Step 3

CV generation

Based on the candidate profile, a CV agent creates a CV tailored to the specific position — in German or English, depending on the requirements. The system is fully multilingual and automatically selects the appropriate language for application documents and cover letters.

CV generation

Step 4

Cover letter generation

Based on the job analysis, a writing agent composes an individual cover letter — tailored to the specific requirements and the company's tone.

Cover letter generation

Step 5

Form filling & submission

A browser agent opens the application form, fills in all fields, uploads documents and submits the application — fully automated, without any browser interaction by the user.

Form filling & submission

Step 6

Tracking & follow-up

All applications are tracked in a dashboard. The agent reminds you of pending responses and automatically schedules follow-up messages.

Tracking & follow-up

Interested in similar solutions?

This system shows what AI agents can do in process automation. Get in touch — I build tailor-made automations for your use case.