tusharzalte / tusharesume

Apache License 2.0
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Intelligent Skill Matching #239

Closed Nishusk closed 11 months ago

Nishusk commented 11 months ago

Description

As a user-focused resume builder website, we aim to provide a cutting-edge experience that maximizes our users' chances of landing their dream jobs. To achieve this, we propose the implementation of an intelligent skill matching feature powered by AI.

Feature Details: The intelligent skill matching feature will revolutionize how our users tailor their resumes for specific job applications. The feature will leverage AI algorithms to dynamically analyze job descriptions or industry-specific keywords and compare them to the skills listed in the user's profile. The goal is to provide real-time, relevant suggestions to enhance the user's resume.

Key Components:

  1. AI Skill Analysis: Develop an algorithm that can extract and comprehend the skills mentioned in a job description. It should then cross-reference these skills with the skills listed in the user's profile.

  2. Real-time Suggestions: Provide users with instant suggestions for skills to emphasize or add to their resumes based on the job description analysis. This can include both hard skills and soft skills.

  3. Personalized Recommendations: If a user's skills fall short for a particular job, the system could suggest relevant online courses, certifications, or workshops to bridge the gap.

  4. User-friendly UI/UX: Design a seamless and intuitive interface that clearly presents the AI-generated suggestions to users while allowing them to customize their choices.

  5. Machine Learning Enhancement: As more users interact with the system, consider implementing a machine learning component that improves the accuracy of skill matching over time.

Expected Benefits:

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Additional information

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