README.md

metadata

license: other
title: CareerBoost
sdk: streamlit
emoji: 📈
colorFrom: blue
colorTo: purple
pinned: true
short_description: AI-powered, futuristic, and career-accelerating

CareerBoost: Your Job Search & Prep Companion

Empowering Your Career Journey with AI-Driven Tools

Creator: Musabbir KM

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Overview

CareerBoost is an AI-powered web application designed to assist job seekers in finding job opportunities, preparing for interviews, and creating professional CVs. Built with a focus on usability and efficiency, it leverages advanced AI agents to deliver tailored results for users worldwide, with a special emphasis on the Indian job market.

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Features

CareerBoost offers four core functionalities, each powered by specialized AI agents:

1. Job Finding Agent:

   • Scrapes job listings from major job boards like Naukri.com, Shine.com, LinkedIn, and Indeed
   • Supports location-based searches (e.g., "data science in Kochi")
   • Displays detailed job information: title, company, location, salary range, and application link
   • Intelligent fallback to web search when direct scraping fails
   • Real-time alerts for new postings matching your profile
   • Fetches structured job listings using the RapidAPI JSearch endpoint

2. Interview Preparation:

   • Generates 10 tailored interview questions and answers (4 technical, 3 behavioral, 3 situational)
   • Incorporates latest trends (2022–2025) covering emerging skills like:
     • Machine Learning Ops (MLOps)
     • Ethical AI frameworks
     • Cloud-native technologies
     • Data visualization tools (Tableau, PowerBI)
   • Includes company-specific question banks for top employers
   • Provides sample answers with STAR (Situation-Task-Action-Result) format
   • Delivers plain-text output for easy review and practice

3. CV Creator:

   • Builds ATS-friendly CVs optimized for applicant tracking systems
   • Custom templates for different experience levels (Entry, Mid, Senior)
   • Includes smart sections:
     • Professional Summary with keywords
     • Skills Matrix with proficiency levels
     • Experience with measurable achievements
     • Education with relevant coursework
   • Auto-formatting for consistent styling
   • Export options (PDF, DOCX, plain text)

4. Career Insights:

   • Daily curated feed of job market trends and tech news
   • Company watchlists with hiring alerts
   • Salary benchmarking by role and location
   • Emerging technology spotlights (AI, Blockchain, IoT)
   • Industry-specific reports (IT, Healthcare, Finance)
   • Local job market heatmaps
   • Skill gap analysis with learning recommendations
   • Networking event calendars

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Technologies Used

CareerBoost is built with a robust tech stack to ensure performance and scalability:

• Frontend:

  • Streamlit (v1.29.0): For the interactive web interface.
  • Custom CSS: For enhanced UI styling (tabs, cards, logo display).

• Backend & AI:

  • LangChain (v0.2.16): For agent orchestration and tool integration.
  • Google Gemini LLM (via langchain-google-genai v1.0.8): Powers natural language processing and generation.
  • DuckDuckGo Search (v6.2.11): For fallback web searches.
  • RapidAPI JSearch: For structured job data.
  • aiohttp (v3.10.5): For asynchronous web scraping.
  • Selectolax (v0.3.21): For efficient HTML parsing.
  • Tenacity (v8.5.0): For retry logic in scraping.
  • python-dotenv (v1.0.1): For environment variable management.

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Agent Info

CareerBoost leverages four specialized AI agents, each designed for a specific task:

• Job Finding Agent:

  • Uses a ReAct (Reasoning + Acting) framework to scrape job boards asynchronously.
  • Handles errors like rate limits and timeouts with retries and randomized delays.
  • Formats output as a numbered list for clarity.

• RapidAPI Job Search Agent:

  • Queries the JSearch API for structured job data.
  • Processes results into a consistent format (title, company, location, link, source).

• Interview Preparation Agent:

  • Generates 10 questions and answers using the Google Gemini LLM.
  • Integrates web search insights to reflect recent trends (e.g., cloud computing, ethical AI).
  • Fixed to prevent iteration limit errors by enforcing strict tool usage.

• CV Creator Agent:

  • Generates ATS-friendly CVs with a single LLM call.
  • Customizes content based on user input, ensuring relevance to the job field.

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Get In Touch

• We’d love to hear from you! Whether you have questions, feedback, or just want to chat, reach out to us anytime.
• 📧 Email: musabbirmushu@gmail.com
• 💼 LinkedIn: CareerBoost LinkedIn
• 🌐 Website: www.careerboost.ai
• ⌨️ GitHub: CareerBoost GitHub