An intelligent, automated career assistant that finds the best jobs for you, tailors your resume, generates a personalized cover letter, applies for the job, and prepares you for interviews — all in one seamless pipeline.

1. AI Job Matcher

   • Scans job boards & platforms (LinkedIn, Indeed, Google Jobs API alternatives) for relevant openings based on:
     • Skills
     • Experience
     • Career goals
     • Location preferences
     • Salary range

2. Resume Tailor AI

   • Parses the job description.
   • Modifies your resume (ATS-friendly) to highlight keywords and relevant skills.

3. Cover Letter Generator

   • Generates a personalized, role-specific cover letter using the job description & your resume.

4. Application Bot

   • Automates the job application process:
     • Auto-fills forms on job boards.
     • Attaches the tailored resume & cover letter.
     • Tracks application status.

5. Interview Q&A Prep AI

   • Analyzes the job role and company.
   • Generates tailored interview questions (technical + behavioral).
   • Provides suggested answers and learning resources.

• Backend: Python (FastAPI / Flask), Node.js (optional)
• Frontend: React / Next.js
• Database: PostgreSQL / MongoDB
• AI Models:
  • OpenAI GPT / LLaMA / Claude for text generation.
  • LangChain for orchestration.
  • spaCy / Transformers for NLP parsing.
• Automation:
  • Selenium / Playwright for web form filling.
  • Puppeteer (for Node.js automation).
• Cloud & Deployment:
  • AWS / Azure / GCP for hosting.
  • Docker for containerization.

Since LinkedIn API & Google Jobs API have restrictions:

• LinkedIn API: Official API is part of LinkedIn Marketing Developer Program (requires approval, not free).
• Google Jobs API: The Google Cloud Talent Solution API was discontinued for public use in 2021.
• Alternatives:
  • Indeed API (partner access required).
  • Adzuna API (free tier available).
  • Jooble API (free).
  • Workable API.
  • Scraping job listings with BeautifulSoup / Scrapy / Playwright.
  • Use SerpAPI or Apify for job search scraping as a service.

• Module 1: Job Finder Service
• Module 2: Resume Tailoring Engine
• Module 3: Cover Letter Generator
• Module 4: Auto Application Bot
• Module 5: Interview Preparation AI

• Choose APIs or scraping methods for job search.
• Gather test resumes & job descriptions.
• Pick AI models for text generation & NLP.

• Implement job fetching from chosen sources.
• Add filtering logic (skills, salary, location).

• Extract keywords from job descriptions.
• Modify resume templates dynamically.

• Generate cover letters with LLM prompts.

• Automate application submission process.

• Generate role-specific interview questions.

MIT License