A fully automated job discovery and application management system built using n8n, Apify APIs, Google Sheets, and LLM-based evaluation workflows.
LinkedIn job Automation Workflow
- Scrapes job listings by keyword using the Apify API and eliminates duplicates from previous sessions.
- Uses large language models to score each job based on experience requirements and match to stored resumes.
- Automatically selects the most relevant resume, evaluates compatibility with job descriptions, and generates tailored cover letters.
- Logs job data, scores, and actions in Google Sheets.
- Monitors Gmail for updates on job application outcomes and updates the tracking sheet automatically.
Upwork job scraper and analyzer
- Collects and refreshes job leads in targeted categories via the Apify API.
- Leverages large language models to analyze job details against available resumes, scoring and filtering opportunities by best fit.
- Auto-generates short introductions and detailed project proposals, including dynamically created execution plans and diagrams.
- Records all results and proposals in Google Sheets for centralized tracking and performance analytics.
