AI Career Compass

This workflow automates job hunting by scraping LinkedIn daily with AI-generated alternate titles and multi-keyword searches, filters duplicates, and uses Mistral LLMs to score resume-to-job fit with evidence. It generates cover letters and practical resume edits (ADD/QUANTIFY), logs all outputs to Google Sheets for centralized tracking, prioritizes top matches, and sends a single daily digest listing the five best roles with clear next steps. for efficient action.

AI Career Compass

Results & Impact

  • Faster browsing with optimized performance
  • Improved product discovery and filtering
  • Seamless checkout and payment experience
  • Scalable system ready for growth

Project

  • Automation
  • AI
  • Jobs
  • Resume
  • Workflow

Platform / n8n

Project / AI Career Compass

Category / AI Agent

Design By / LeadsNite

Completed / Sep 2025

WorkFlow

Workflow

Technology Used

Built using modern, scalable technologies

Challenges & Solutions

Real startup problems:solved with design, code, and data.

Challenge

Ensuring Accurate Job Relevance

Jobs often contain vague or inconsistent descriptions.

Solution
  • Used AI-driven semantic matching for precision.
  • Applied custom job title filters using Mistral logic.
  • Verified top matches manually through score review.
Challenge

Avoiding Duplicate Job Listings

Multiple job sources can repeat the same postings.

Solution
  • Implemented dataset comparison using n8n nodes.
  • Filtered results against existing Google Sheets data.
  • Logged each job with unique URL-based identifier.
Challenge

Maintaining Resume Personalization

Generic resumes reduce impact on job applications.

Solution
  • Automated AI cover letter and resume customization.
  • Inserted [ADD] and [QUANTIFY] hints for each section.
  • Personalized tone to match job and company context.
Challenge

Streamlining Daily Job Tracking

Manual tracking often becomes slow and disorganized.

Solution
  • Centralized all job data into structured Google Sheets.
  • Designed automated timestamp-based job entries.
  • Enabled quick sort and filter for match score review.
Challenge

Delivering Digestible Daily Insights

Users can get overwhelmed by multiple notifications.

Solution
  • Compiled a single HTML digest summarizing top roles.
  • Highlighted match scores with direct job links.
  • Limited daily output to top five personalized matches.

Similar projects

AI Career Compass

AI Career Compass

Read more
AI-Powered WhatsApp HR Assistant

AI-Powered WhatsApp HR Assistant

Read more
AI Career Compass

AI Career Compass

Read more
AI-Powered WhatsApp HR Assistant

AI-Powered WhatsApp HR Assistant

Read more