HireLens Review
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Candidate case review · fictional

Arjun Verma

B.Tech Information Technology, Awadh Institute of Technology (tier 3) · Lucknow, Uttar Pradesh · Class of 2027

Flagged for aggressive language. It was cricket banter in Hinglish.

Aptitude test
70
Kestrel’s own assessment
Vendor score
62.7
Line: 63.3 · below the line
After the review
70
Line: 64 · shortlisted

How the vendor tool moved the score

What the review found

The vendor's text model reads English only. 'Dhajjiyan uda di' is an everyday idiom for a dominant performance, and the third post says it is a joke. The review restricts this signal: only explicit threats or harassment, read by a person who understands the language, may be considered.

  • Finding3 posts in Hinglish were scored by an English-only language model.
  • RestrictSlang and profanity moved the score by -10. Review outcome: Restrict (R5).
  • RemoveLanguage of posts moved the score by +3. Review outcome: Remove (R1).
  • RemoveLate-night posting moved the score by -1.6. Review outcome: Remove (R2).
  • RemoveFollower count and engagement moved the score by +0.8. Review outcome: Remove (R1).
  • RemoveNetwork overlap with employees moved the score by +0.5. Review outcome: Remove (R1).
Needs a person
  • Slang and profanity: Prefer the alternative where practical: A trained person reviews only content that a candidate published themselves and that shows explicit threats, harassment or hate, and the candidate may respond.

Is it the right person?

Linked by the candidate
ApplicationMatched profile
CityLucknowLucknow
CollegeAwadh Institute of TechnologyAwadh Institute of Technology
Graduation20272027

The profile was linked by the candidate in the application.

From the application

Captain, college cricket team. Built a scoring app used by the inter-college league.

Links supplied: x.com/arjunv_codes

Social media presence: active

Posts the tool read

  • X·10 Sept 2026, 10:04 pm·Hinglish

    “Brother, what an innings. Kohli absolutely tore the bowlers apart today.”

    Original: Bhai kya innings thi. Kohli ne aaj gendbaazon ki dhajjiyan uda di.

  • X·12 Sept 2026, 7:30 pm·Hinglish

    “Our league scoring app crossed 2,000 users. Crazy stuff, guys.”

    Original: Apna league scoring app 2,000 users cross kar gaya. Pagalpan hai yaar.

  • X·18 Sept 2026, 11:40 pm·Hinglish

    “Final over, need 12. If we lose this I'm going to kill someone (joking).”

    Original: Last over, 12 chahiye. Haar gaye toh kisi ko maar dunga (mazaak).