Background Paths
Background Paths

the resume.

Evaluate true coding ability, verify skills against GitHub signals, and map team coverage instantly without the guesswork.

Trusted evaluation pipeline

GitHub
LeetCode
Semantic Engine

Features

One platform, the whole hiring signal

From a single resume to your entire talent pool — evaluation, planning, and visualization in one place.

Candidate Evaluation

Parse a resume and score it against any JD — verified with GitHub and LeetCode signals, not just keywords.

Team Gap Analysis

Upload your team's resumes, see coverage, key-person (bus-factor) risk, upskill paths, and a prioritized hire plan.

3D Talent Map

Every applicant projected into a semantic vector space. Spot clusters and unique profiles, click to open the full evaluation.

Hiring Pipeline

Move candidates through stages, rank applicants per role, and compare shortlisted profiles side by side.

Recruiting Insights

Score distribution, pipeline funnel, and talent supply vs open-role demand — spot your hiring blind spots.

Applicant Portal

A public careers site where candidates apply year-round. Every application is auto-evaluated the moment it lands.

How it works

Multi-signal analysis, end to end

Every candidate runs through the same four-stage pipeline — automatically.

1 · Ingest

Resume parsed for skills, experience, and links. Candidate applies through the portal or is added by a recruiter.

2 · Verify

GitHub activity, project depth, and LeetCode problem-solving pulled in to verify claimed ability against real signals.

3 · Score

Semantic skill matching against the JD plus learning ability and credibility scores — fused into one overall verdict.

4 · Map & Act

Stored instantly: ranked in the pipeline, plotted on the talent map, and ready for an AI hire verdict.