tknishh / llm-bankathon

Submission for Axis Bank's LLM-bankathon competition

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Task

  • Input: Accept job description and multiple CVs in various formats.

  • Job Description evaluation

    • Score the job description based on the job title, and provide recommendations for enhancements

    • Give the user the option to either continue with the original version or incorporate the suggested changes

  • CV ranking

    • Rank the CVs according to their alignment with the job requirements and shortlist candidates

    • Provide additional information on the shortlisted candidates

  • Email notifications: Send emails to the shortlisted candidates, informing them about the next steps in the hiring process

  • Screening questions: Develop screening questions for each candidate, considering different levels of importance or significance assigned to the job description and the candidate's CV

  • First-round interview

    • Conduct the first-round of interview

    • Record the candidate's responses to the screening questions

    • Evaluate their performance for consideration in the next in-person round

  • Communication

    • Maintain continuous communication with the HR team

    • Providing updates on the hiring process and relevant information throughout

Evaluation metrics

  • User Interface (UI) Design and Information Extraction (10 points)

    • Quality of the UI design, including but not limited to:

      • Visual appeal

      • Ease of navigation

      • Overall user experience

    • Your prototype's ability to extract relevant information accurately from resumes

  • Algorithm development for candidate selection and accuracy (20 points)

    • Ability of the algorithm used to provide accurate and meaningful results that align with the project's objectives

    • Effectiveness of the algorithm used for candidate selection, ensuring it can accurately rank candidates based on their qualifications and suitability for specific job roles

  • Question generation and alignment to Candidate (20 points)

    • Prototype's ability to generate relevant and appropriate interview questions based on candidate profiles or job requirements

    • How well the generated questions align with each candidate's qualifications and how effectively they assess their suitability for the role.

  • Screening Interview and Evaluation (20 points)

    • Screening interview process, including its structure, effectiveness, and ability to assess candidate skills and fit

    • Captures and evaluates candidate responses during the interview process

  • Speed (10 points)

    • Speed and responsiveness of the project, ensuring it can handle a reasonable number of candidates or resumes efficiently

    • How quickly the prototype performs tasks and provides results without compromising accuracy

  • Value adds (20 points)

    • Identify additional features, functionalities, or innovative aspects that the prototype offers beyond the basic requirements

    • How these value-adds contribute to enhancing the HR process and overall project goals

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Submission for Axis Bank's LLM-bankathon competition


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