MindHatch
Primary workflow

Upload a candidate resume

This is the starting point of the pipeline: upload the resume, then we parse, normalize, match, and prepare interview questions.

Uploaded resumes

2

Every card below is derived from the uploaded resume records in the database.

Latest semantic score

44%

Vraj Resume.pdf · Sep 24, 2026, 06:45 AM

Ready for review

0

Reviewed candidates: 1. Extracted skills: 3.

Pipeline progress

The visible stages below come directly from the latest uploaded resume and its extracted text.

Uploaded resumes

Each row is calculated from the uploaded resume text, filename, and role details.

CandidateScoreReadinessSkillsTop Gap
Vraj Ramavat
Vraj Resume.pdf
Computer Engineer
36% overall
Tech 49.181395839231115% · Exp 15% · Sem 44%
Watchlist
No skills extracted yetNeed more role-specific evidence
Vraj Ramavat
Vraj Ramavat Resume(1).pdf
Computer Engineer
61% overall
Tech 100% · Exp 15% · Sem 67%
Review
React, Next.js, JavaScriptNeeds stronger evidence for React

Interview intelligence

These questions come from the actual gaps and skills found in the latest uploaded resume.

Experience

No explicit years detected

Education

Not stated

How does your background prepare you for the Computer Engineer role?

Audit trail

The steps below are generated from the uploaded resume analysis, not from canned data.

Parsed Vraj Resume.pdf into structured resume data
Normalized 0 skill signals from the uploaded resume
Computed embedding similarity against the target role description
Matched 0 role signals against the provided target role
Prepared 1 interview questions from the actual upload