Job Application Automator
An intelligent Python-based automation platform that transforms job searching with local AI models, automated scraping, and personalized document generation for streamlined career development.
Intelligent Job Search Automation
This innovative platform demonstrates the intersection of artificial intelligence, web automation, and professional career development. Built with Ollama's local LLM models including GPT-OSS 20B and Llama3.2.
The system transforms the traditionally time-consuming job application process into an intelligent, streamlined workflow that maintains privacy by processing data locallywhile delivering personalized, professional results.
End-to-End Automation Pipeline
Complete workflow from job discovery to application submission with AI-powered personalization
Smart Scraping
Automated job posting extraction using Selenium and BeautifulSoup with intelligent parsing
AI Analysis
Local LLM processing for job requirement analysis and fit scoring with privacy protection
Document Generation
Dynamic LaTeX resume personalization and custom cover letter creation for each role
Application Tracking
Notion API integration for comprehensive application management and progress monitoring
Advanced AI Integration
Cutting-edge local AI models ensuring privacy while delivering intelligent automation
Local LLM Processing
Ollama integration with GPT-OSS 20B and Llama3.2 models for private, intelligent text processing and analysis.
Intelligent Fit Scoring
AI-powered analysis of job requirements with sophisticated matching algorithms and personalized recommendations.
Modern Technology Stack
Built with cutting-edge Python technologies and AI frameworks for robust automation
Automation Engine
AI & Integration
Clean, Modular Architecture
Designed with testable components and separation of concerns for maintainability
Web Scraping Module
Isolated scraping logic with error handling and rate limiting
AI Processing Core
Local LLM integration with privacy-focused data handling
Document Generator
LaTeX template engine with dynamic content personalization
Generated Example
Key Technical Achievements
Real-World Impact & Innovation
Demonstrating practical AI application and full-stack development expertise
AI Innovation
Showcasing practical AI integration with privacy-focused local processing
Automation Excellence
End-to-end pipeline automating tedious job application processes
Professional Impact
Solving real career development challenges with intelligent tools