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Your personalized job application coach based on LLM

IntermediateGuided Project

Your personalized 'AI Career Coach'! This project teaches you how to use Llama-3 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.

Language

  • English

Topic

  • Artificial Intelligence

Enrollment Count

  • 87

Skills You Will Learn

  • Generative AI, Artificial Intelligence, NLP, Machine Learning

Offered By

  • IBMSkillsNetwork

Estimated Effort

  • 1 hour

Platform

  • SkillsNetwork

Last Update

  • March 13, 2025
About this Guided Project
In the highly competitive job market of today, distinguishing yourself to potential employers is more important than ever. This 'AI Career Coach' project is designed to empower you with the ability to develop applications using cutting-edge LLMs on watson.ai and Gradio's dynamic interfaces. 

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

This comprehensive skill set will markedly improve your employability and open up new career opportunities in our increasingly tech-centric world.


DALL-E


What you can expect to learn


Through this project, you will:

  • 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.

Instructors

Kang Wang

Data Scientist

I am a Data Scientist in the IBM. I am also a PhD Candidate in the University of Waterloo.

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Hailey Quach

Data Scientist

Hi, I'm Hailey. I enjoy teaching others to build creative and impactful AI projects. By day, I’m a Data Scientist at IBM; by night, an Honors BSc student at Concordia University in Montreal, always exploring new ways to combine learning with innovation.

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Contributors

Sina Nazeri

Data Scientist at IBM

I am grateful to have had the opportunity to work as a Research Associate, Ph.D., and IBM Data Scientist. Through my work, I have gained experience in unraveling complex data structures to extract insights and provide valuable guidance.

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