Job Seeker AI
An AI-powered tool designed to help job seekers instantly generate resumes, personalized cover letters, and tailored job search strategies based on industry, tone, and career goals.
Development Roadmap
V1.4 - Advanced AI Features
FutureAdvanced AI features including interview simulation, salary negotiation guidance, and career path recommendations with market analysis.
V1.3 - Interview Prep & Analytics
FutureInterview preparation tools, skill gap analysis, and comprehensive analytics dashboard for tracking application success rates.
V1.2 - Job Matching & Tracking
FutureAI-powered job matching, application tracking system, and automated follow-up reminders with personalized recommendations.
V1.0 - Core AI Generation
In ProgressResume and cover letter generation using multiple LLMs, with LangChain integration and MCP for enhanced context awareness.
What Is Job Seeker AI?
Smart Resume Builder
AI-generated resumes tailored to specific job descriptions, industries, and career levels with intelligent keyword optimization and formatting.
Personalized Cover Letters
Custom cover letters that match company culture, job requirements, and your unique background - generated in seconds, not hours.
Job Search Strategy
Intelligent job matching and search strategies based on your skills, experience, and career goals with market insights and recommendations.
Career Analytics
Track application success rates, identify improvement areas, and get data-driven insights to optimize your job search approach.
Why I'm Building Job Seeker AI
Job searching is stressful, time-consuming, and often inefficient. I want to change that with intelligent automation and personalized guidance.
Time Efficiency
Job seekers spend hours customizing resumes and cover letters. AI can do this in minutes while maintaining quality and personalization.
Better Targeting
Most applications are generic. AI can analyze job descriptions and tailor applications to match exactly what employers want.
Reduce Stress
Job searching is emotionally draining. Having an AI assistant provides support, guidance, and confidence throughout the process.
Planned Technology Stack
AI & Backend
- Python + FastAPI - Backend framework
- LangChain - AI workflow orchestration
- Multiple LLMs - GPT, Claude, and more
- MCP - Model Context Protocol
Frontend
- HTML5 - Semantic structure
- Tailwind CSS - Modern styling
- JavaScript - Interactive features
- Responsive Design - All devices
Data & Storage
- Supabase - Database and auth
- PDF Generation - Resume exports
- Email Integration - Application tracking
- Analytics - Success metrics
Who It's For
Recent Graduates
Starting their career journey with limited experience but big ambitions. Get help crafting compelling applications that highlight potential.
Career Changers
Transitioning to new industries or roles. Learn how to translate existing skills and present yourself as the ideal candidate.
Experienced Professionals
Looking to optimize their job search process and stand out in competitive markets with data-driven application strategies.
App Interface Preview
Clean, intuitive interface for generating resumes, cover letters, and managing job applications. Features AI-powered suggestions, template customization, and progress tracking.