Overview
Intelligent automation system that scrapes job listings, filters by relevance, and drafts personalized outreach emails, achieving 10% interview rate across 500+ applications.
The Problem
Finding and applying to relevant jobs is repetitive, time-consuming, and requires constant monitoring of multiple job boards.
The Solution
Built end-to-end automation: web scraping with Selenium/BeautifulSoup, relevance scoring using NLP, and LLM-powered personalized email generation. System runs daily, tracks applications, and sends follow-ups.
Results & Impact
500+
Applications Sent
Automated submissions
10%
Interview Rate
50 interviews secured
200 hrs
Time Saved
vs manual application
85%
Relevance Score
Matched to profile
Key Impact
- Secured 5 job offers through automated outreach
- Reduced application time from 30 min to 2 min per job
- Maintained personalized touch through AI customization
Technologies Used
PythonSeleniumBeautifulSoupGPT-4LangChainSMTPPostgreSQLCron Jobs