IN-DEPTH ANALYSIS

Already have candidates? I run each one through my analysis engine — scanning 9+ platforms, scoring across 7 dimensions, and mapping evidence directly against your job requirements.

7-DIMENSION SCORING

Each candidate is scored 0-10 on seven dimensions, weighted to match your role:

ExecutionBuilds real things — repos, packages, deployed projects

DepthSolves hard problems — architecture, specialization

ImpactOthers use their work — stars, downloads, citations

CollaborationWorks with others — PRs, reviews, community

CommunicationTeaches & writes — blogs, talks, SO answers

RecencyCurrently active — recent commits, articles

JD AlignmentMatches your role — evidence vs requirements

WHAT THE REPORT INCLUDES

Radar chart — visual dimension breakdown at a glance
Role fit matrix — each JD requirement mapped to resume claims + platform evidence
Integrity signals — cross-platform consistency checks that flag mismatches between resume claims and actual platform evidence
Depth signals — standout technical evidence with specific repos, packages, articles
Interview probes — 3 targeted questions (depth, gap, verification)
Hidden Gem flag — strong resume + low public footprint (enterprise devs)

PLATFORMS WE CHECK

GitHub, StackOverflow, LeetCode, npm, DEV.to, Hashnode, personal blogs, Kaggle, arXiv, and Google Scholar. Additional profile links (LinkedIn, Medium, Docker Hub, PyPI) are discovered from the resume and listed in the report.

Tip: The more platform links a candidate provides on their resume (GitHub, blog, Kaggle, etc.), the richer the analysis. Our engine also auto-discovers additional profiles from the links found — for example, a GitHub profile often leads to blog posts, npm packages, and more.

Try it yourself — upload a resume, get a real report