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04 / Digital Products

AI Resume Optimizer

A focused tool that compares a resume with a specific job description and suggests clear, honest improvements to structure, relevance and keyword alignment.

Status:In Development
resume.analysisConcept UI
alignment
suggestion

Clarify the impact of your API work in the role summary.

Interface shown is a conceptual illustration. This is an internal product in progress, not a launched product.

The Problem

Strong candidates are often filtered out because their resumes don’t clearly reflect the role they’re applying for, or aren’t structured in a way applicant tracking systems parse well.

The Opportunity

Language models are well suited to comparing documents and suggesting targeted edits — as long as the output stays truthful to the candidate’s real experience.

Product Concept

Upload a resume, paste a job description, and receive a structured gap analysis with suggested rewrites the candidate can accept, edit or reject.

Experience

  1. 01

    Provide inputs

    A resume and a target job description.

  2. 02

    Review the analysis

    Alignment, missing skills and structural issues are highlighted.

  3. 03

    Edit with suggestions

    Suggested rewrites are reviewed line by line.

Planned Features

  • Job-description matching

    Relevance analysis against a specific role.

  • ATS-friendly structure

    Checks for formatting and section clarity.

  • Truthful rewrites

    Suggestions based only on the candidate’s real experience.

  • Export

    Clean output ready for applications.

Architecture

  1. L1ParsingResume text extraction and section detection.
  2. L2AnalysisStructured LLM output comparing resume and role.
  3. L3EditorInteractive suggestion review in the browser.
  4. L4StorageUser documents stored securely per account.

Technology

  • Next.js
  • TypeScript
  • AI SDK
  • Structured output
  • PostgreSQL
  • File parsing

Current Status

Status:In Development

In development. Core analysis flow and suggestion editor are being built.

What's Next

  • Finish the suggestion editor
  • Improve parsing for varied resume formats
  • Prepare a private test release
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BizPilot AI

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