Prepared for you
Know where the resume holds up. Know where it doesn't.
Compare your resume against the role, then get a preparation brief you can act on. It should read like a sharp reviewer handing back notes.
What the evidence shows57%
Distributed systems
Direct evidence across three positions
Applied ML delivery
Pipeline and model work demonstrated at scale
Enterprise agents
The resume doesn't address this
Model protocol integrations
Related experience but not demonstrated directly
Evidence-based
47 signals
Every finding is traced back to specific lines in your resume. Nothing is assumed or inferred without evidence.
Structured
5 panes
Snapshot, overlap, gaps, prep plan, learning stack. Each built on the one before it.
Preparation time
~12 min
From resume upload to a complete role-readiness brief you can act on.
Ready to prepare