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Professional links connect a resume to material that can provide additional evidence about the candidate. Depending on the field and the candidate’s background, these may lead to a LinkedIn profile, GitHub account, portfolio, personal website, design profile, published work, or another professionally relevant destination.

Their usefulness comes from what the employer can find after opening them. A portfolio can show completed work that cannot be represented fully on one resume page. A code repository can provide evidence of technical projects. A professional profile can supply broader information about education, activities, and career development.

Fresh graduates may benefit from these forms of evidence because much of their relevant work can come from academic projects, personal projects, competitions, research, or independent learning. The appropriate links still depend on the candidate and the role. A link deserves space when its destination contributes useful information to the application.

LLMs can help evaluate this component at several levels. They can examine whether a platform is relevant, compare the linked material with the target role, identify inconsistencies or outdated information, assess how projects are presented, and suggest a clearer set of links. Some judgments require access to the linked content itself. Accessibility, factual accuracy, ownership, and final public presentation should also be checked directly by the candidate.

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Contact information has a simple purpose: it gives an employer reliable ways to reach the candidate and, where useful, indicates the candidate’s general location. A fresh-graduate resume commonly provides a phone number, a professional email address, and a city or regional location.

The simplicity of this section can make it easy to overlook. Most decisions concern accuracy, selection, readability, privacy, and efficient use of space. A well-formatted phone number has little practical value if one digit is incorrect, and a polished email address is ineffective if the account is no longer monitored.

The amount of information needed also varies. Location conventions differ across employment markets, and some applications may require information that would be unnecessary elsewhere. Candidates considering relocation or international opportunities may have additional location details to communicate.

An LLM can help examine these choices, detect possible inconsistencies, question information that appears unnecessary, and reorganize the section. Factual verification remains a separate task because the candidate is the authoritative source for their own contact details.

Privacy also deserves attention when an LLM is used for review. Many questions about structure and presentation can be answered with placeholders such as [PHONE], [EMAIL], and [CITY, REGION]. Supplying the actual values is often unnecessary.

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