Resume-to-Interview Prep Pack
Paste your resume and a target job description to get a requirement-by-requirement evidence map, relevant practice questions with follow-ups, and real experiences worth preparing.
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Example output
Synthetic example — illustrates the structure only, not a real generated result.
Resume-to-Interview Prep Pack
Role summary
A mid-level backend role centred on API design, data pipelines, and on-call ownership for a payments service.
Requirement-by-requirement evidence
1. Experience building production REST APIs
- Status: Supported by resume
- Resume excerpt: "Designed and shipped REST APIs for the checkout service."
- Note: Directly stated, naming a specific service.
2. Experience with distributed tracing / observability
- Status: Not provided in resume
- Note: The resume does not mention tracing or observability tooling. This does not mean the candidate lacks the skill — only that it wasn't described.
Interview questions to prepare
- Walk me through how you designed the checkout service's API.
- Tests: Experience building production REST APIs
- Useful follow-up: What would you change about that design today?
Experiences worth preparing
- Designed and shipped REST APIs for the checkout service.
- From your resume: "Designed and shipped REST APIs for the checkout service."
- Prepare: Be ready to describe a specific design decision and the trade-off behind it.
Preparation gaps
- No mention of observability/monitoring tooling — worth preparing a brief answer even if not on the resume.
This is a synthetic example for illustration — not a real generated result.
How this works
Paste your resume and a target job description. The tool reads the job description for its requirements and checks your resume for an exact quotation supporting each one — those quotations, their evidence labels, and the preparation prompts built from them are checked against your submitted resume text before being shown. The role summary, practice questions, and gap/clarification notes are the model's draft based on your input — review them the way you would any AI-assisted draft, not as verified fact.
Limitations
- This is not an ATS score, a hiring prediction, or a guarantee of the real interview questions.
- A requirement marked "not provided" means no matching quotation was found in your resume — it is not proof you lack that skill.
- Resume excerpts and evidence labels are checked against your submitted text; the role summary, questions, and gaps are the model's draft and are worth reviewing, not verified fact.
- Results are not saved on our servers by default and are not indexed or shared publicly.
Frequently asked questions
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