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Job Hunter
Automated job search and application platform
Completed
Python
FastAPI
PostgreSQL
Docker
LLM
Web Scraping
Overview
Job Hunter automates the job search process by aggregating listings from multiple platforms, analyzing skill requirements, and generating personalized cover letters and applications using LLMs.
Development Timeline
v0.12025-Q1
Scraper Framework
v0.22025-Q2
Resume Matcher
v0.32025-Q3
Auto Apply
v1.02025-Q4
Release
Features
Multi-platform Scraping
Aggregate jobs from LinkedIn, Indeed, and company career pages.
Skill Gap Analysis
Compare job requirements against your resume and identify gaps.
Auto-generated Applications
LLM-powered personalized cover letters and applications.
Engineering Challenges
Problem: Anti-scraping measures on job platforms
Solution
Implemented rotating proxies, browser fingerprint randomization, and rate limiting.
Lesson Learned
Production scrapers need multi-layered anti-detection strategies.