A worked example
A synthetic candidate, made to exercise the parts that are easy to get wrong: a date range, a percentage in a bullet, and a closing paragraph that is not part of the profile. Shown from upload to approved pack.
Original
Morgan Chen morgan.chen@example.com · +1 555 0101 · Portland, Oregon PROFILE Software engineer working on data platforms. EXPERIENCE Software Engineer Northbridge Labs 2021-06 – 2024-02 Portland, Oregon • Reduced batch processing time by 30%. SKILLS TypeScript · PostgreSQL Additional note: chartered engineer status pending, expected confirmation in 2026. References available on request.
Profile
- Name
- Morgan ChenOriginal
- Headline
- Software EngineerOriginal
- Employment
- Software Engineer · Northbridge Labs · 2021-06 to 2024-02Original
- Achievement
- Reduced batch processing time by 30%.Original
- Note
- Available from March.Recruiter added
The example above uses a synthetic candidate. No real resume, agency or person is shown.
What the example demonstrates
A date range is stored at the precision it was written in. "2021-06" stays a month; it is never widened into a day or narrowed into a year.
The percentage in the bullet is checked against the source text, and the check would flag it if the number did not appear there.
The closing paragraph is not silently dropped and not turned into a skill. It stays in the inventory, marked as not placed, until a person says what it is.
The de-identified version keeps the employer and the dates at month precision, and removes the name, the email address and the telephone number from every part of the file.
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