Your personalized job application coach based on LLM
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Create a personalized job application coach using Large Language Models (LLMs). Learn how to guide job seekers through tailored application processes with AI-driven suggestions and feedback.
At a Glance
Your personalized ‘AI Career Coach’! This project teaches you how to use Llama-2 on watsonx.ai LLM and Gradio to develop applications to enhance resumes, create customized cover letters, and offer career advice. Begin with cutting-edge tools, developing AI-driven applications for a standout job application process. This hands-on guide provides instructions on creating tools that upgrade your professional image and assist you to confidently navigate the job market.
By undertaking this project, you will acquire essential skills in developing LLM-based applications, and these applications can help you:
- Refine resumes
- Generate personalized cover letters
- Provide tailored career advice
DALL-E
What you can expect to learn
- Develop a deep understanding of how to use LLMs on watson.ai to analyze and enhance resumes, making them more appealing to recruiters by highlighting relevant skills and experiences tailored to the job description.
- Master the creation of personalized cover letters with an LLM-based application, learn to develop a system that can dynamically integrate personal and job-specific details that make each application unique and compelling.
- Gain insights into generating actionable career advice by interpreting the alignment between your resume and job descriptions, identifying areas for improvement and strategies to increase job compatibility.
What you’ll need
- Basic understanding of Python and familiarity with fundamental programming concepts.
- No prior experience with Gradio or watsonx.ai is required. This project is designed to guide you through every step, from setup to deployment.
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