Fatima Shaikh
B.E. Electronics and Communication, Deccan College of Engineering and Technology (tier 2) · Hyderabad, Telangana · Class of 2027
Scored low on culture fit. The score was driven by her Eid posts.
How the vendor tool moved the score
What the review found
The culture-fit model compares content with the existing workforce's profiles, so festival content from a minority faith scores as 'dissimilar'. A pre-dawn Sehri post also triggered the late-night signal. This is religion entering a hiring decision through a proxy, and the review removes the signal.
- RemoveReligious and festival content moved the score by -12. Review outcome: Remove (R1).
- RemoveLanguage of posts moved the score by +5. Review outcome: Remove (R1).
- RemoveLate-night posting moved the score by -2.4. Review outcome: Remove (R2).
- RemoveNetwork overlap with employees moved the score by +1. Review outcome: Remove (R1).
- RemoveFollower count and engagement moved the score by +0.8. Review outcome: Remove (R1).
Is it the right person?
Linked by the candidate| Application | Matched profile | |
|---|---|---|
| City | Hyderabad | Hyderabad |
| College | Deccan College of Engineering and Technology | Deccan College of Engineering and Technology |
| Graduation | 2027 | 2027 |
The profile was linked by the candidate in the application.
From the application
Final-year project: low-cost air-quality sensor network for schools.
Links supplied: instagram.com/fatima.builds
Social media presence: active
Posts the tool read
- Instagram·21 Mar 2026, 7:10 pm·English
“Eid Mubarak from all of us! Ammi's sheer khurma, as always, won the day.”
- Instagram·5 Mar 2026, 4:20 am·Urdu
“Sehri with the family before a long lab day.”
Original: Ghar walon ke saath sehri, phir lamba lab ka din.
- Instagram·30 Aug 2026, 5:45 pm·English
“Our air-quality sensors are live in three schools. Proud of this team.”