Build a personal resume assistant that tailors your CV to each job

Reads your resume once, then writes a tailored, job-specific version any time you paste in a job description.

How the work actually flows

It repeats. Repeats user pastes another job description.

Pattern: Structured Loop (21)

flowchart TD trig>"job description pasted in chat"]:::trig s0["read job description"]:::task s1["compare to resume on file"]:::task s2["draft tailored resume"]:::task s3["create resume document"]:::svc s4["send link and fit notes"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 s3 --> s4 lp{"user stops sending job descriptions"}:::gate s4 --> lp lp -. "user pastes another job description" .-> s0 lp -->|"finished"| out out[/"tailored resume document delivered"/]:::out pay{{"quick job-specific applications without rewriting"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceRepeat or finishResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGMessaging & NotificationsFile & Cloud Storage
Connects
TelegramOpenAIGoogle DocsGoogle Drive

The problem it solves

You update the same resume over and over trying to match each job posting, and it's easy to lose track of which version went where. Tailoring language to beat applicant tracking systems takes real time you don't have between other priorities.

Who it fits

A job seeker, recruiter, or career coaching business helping people apply to multiple roles quickly.

How it works

  1. You send your resume as a PDF to a chat assistant.
  2. The assistant reads and remembers your work history and skills.
  3. You paste in a job description you want to apply for.
  4. AI compares your background to the job and drafts a tailored, keyword-rich resume.
  5. A finished document is created and the link is sent back to you with notes on fit.
What you get

Tailored resumes ready before you apply

You get a resume tailored to any job description you paste in, generated from the resume you already sent.

What you get

A tailored resume document plus a quick assessment of how well you match the job.

What you need

A messaging app account, an OpenAI account, and a Google Workspace account for document creation.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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