CampusHub matches students to placement drives by comparing recorded eligibility criteria — CGPA, backlog count, branch, skills — against the student record, so students see only drives they qualify for and the placement cell stops shortlisting candidates who will be filtered out anyway.
It matches on stated criteria. It does not rank students by employability, predict who will be hired, or share anything with a company beyond what you configure.
A placement cell running forty drives a season spends much of it telling students they are not eligible, and much of the rest removing ineligible applications before sending a shortlist. Both are arithmetic against criteria the company already published.
Whether a student meets a 7.5 CGPA threshold with no standing backlogs is a fact, checkable in milliseconds, and getting it wrong wastes everybody’s time. That is worth automating completely.
Whether a student would be good at the job is not something this system will express an opinion on. Products that score students on employability build a ranking that follows a young person around an institution, usually derived from proxies that correlate with background rather than ability. We do not build that.
A shortlist that survives the company’s own filter, an eligible-student count per drive before it is announced, and a view of which students are eligible for nothing — which is the most actionable output, because it identifies who needs a conversation about backlogs while there is still time to clear them.
Phrased the way they arrive, answered so each one stands on its own.
No. It checks eligibility against criteria the company stated. Ranking students on predicted employability creates a label that follows them and usually encodes background rather than ability.
Only what you configure for a given drive, typically the shortlist and the fields the company asked for. Nothing is shared automatically.
Yes, and it is the most useful output. Those students usually have clearable backlogs and enough time to clear them, if someone tells them early.
Checked by the Implementations desk on 1 September 2026. Corrections go in the page, dated, rather than quietly.
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