Turn uploaded resumes into clean, formatted PDFs automatically

Uploads a resume through chat and the system pulls out the details and returns a clean, formatted PDF.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"resume sent via chat"]:::trig s0["extract structured resume details"]:::svc s1["format into consistent layout"]:::task s2["convert layout to PDF"]:::svc s3["deliver formatted PDF"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"polished formatted resume PDF"/]:::out pay{{"skip manual reformatting of resumes"}}:::pay s3 --> out 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 serviceResultPayoff
Build size
Advanced

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

Business functions
Messaging & NotificationsDocument Processing & OCRWeb Scraping & Data Collection
Connects
TelegramOpenAIGotenberg

The problem it solves

You get resumes in every format imaginable, and reformatting each one by hand eats up time you don't have. Copying details into a template so every candidate looks the same is tedious and error-prone.

Who it fits

A recruiter, HR team, or small staffing agency that reviews a high volume of resumes.

How it works

  1. A candidate sends their resume as a PDF through a chat message
  2. OpenAI reads and pulls out structured details like work history and skills
  3. The information is formatted into a clean, consistent layout
  4. The layout is converted into a new, polished PDF
  5. You receive a ready-to-share, professionally formatted resume
What you get

Resumes formatted the same way every time

Upload a resume in chat and it comes back as a clean, consistently formatted PDF ready to share with your hiring team.

What you get

A newly formatted, professional PDF resume with the candidate's details in a consistent layout.

What you need

A messaging account for uploads, an OpenAI API key, and access to a PDF generation service.

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

Related automations

Manage contacts, email, and content creation from one Telegram chat

A Telegram AI assistant looks up contacts, sends emails, reads PDFs, and turns web links into ready-to-post content.

Advanced

Manage your stock portfolio and get weekly AI reports on Telegram

Update your portfolio by chatting or uploading a PDF, and get a researched market report every week.

Advanced

Match your resume to new job postings and draft cover letters

The system checks new job listings against your resume, writes a cover letter for good matches, and alerts you.

Advanced

Extract contact details from business card photos automatically

Snaps or uploads a business card photo and instantly saves clean contact info to your spreadsheet.

Advanced
Back to the AI Playbook