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README.md
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According to the August 2025 jobs report, overall unemployment has risen, with the unemployment rate for workers aged 16-24 rising to 10.5% [August 2025 jobs report](https://www.bls.gov/). The primary demographic
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of this age range is recent college graduates, many of whom carry student loan debt and are unable to find stable, long-term employment. While this could be
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attributed to any of the various economic challenges facing the US today, there is speculation that it may
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be due to insufficient skills regarding job-hunting and interviews. There are many resources that seek to fill this gap, including interview-prep LLMs such as
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combines multiple features into an end-to-end, user-friendly application, specifically designed to improve an applicant's chances of successfully
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completing the job-application cycle. Current LLMs struggle to provide accurate interview preparation based on specific jobs and are not finetuned based on
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the user's profile. They tend to hallucinate and struggle to include specific user details when developing answers to interview questions, resulting in generic responses.
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According to the August 2025 jobs report, overall unemployment has risen, with the unemployment rate for workers aged 16-24 rising to 10.5% [August 2025 jobs report](https://www.bls.gov/). The primary demographic
|
| 13 |
of this age range is recent college graduates, many of whom carry student loan debt and are unable to find stable, long-term employment. While this could be
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| 14 |
attributed to any of the various economic challenges facing the US today, there is speculation that it may
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| 15 |
+
be due to insufficient skills regarding job-hunting and interviews. There are many resources that seek to fill this gap, including interview-prep LLMs such as [Interview Copilot](https://interviewcopilot.io/). However, there is not an LLM that
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combines multiple features into an end-to-end, user-friendly application, specifically designed to improve an applicant's chances of successfully
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completing the job-application cycle. Current LLMs struggle to provide accurate interview preparation based on specific jobs and are not finetuned based on
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| 18 |
the user's profile. They tend to hallucinate and struggle to include specific user details when developing answers to interview questions, resulting in generic responses.
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