Build your personal AI career engine
Turn your real history into one living knowledge base β then generate accurate, polished CVs, cover letters, bios and more, on demand, with NotebookLM and Claude.
Three free tools. That's it.
No installs, no subscriptions, no code. Just three browser tabs.
NotebookLM
Feeds on your real documents and writes your first "About Me" draft β grounded only in what you give it.
FREEClaude
Holds your knowledge base permanently and generates every career document you'll ever need from it.
FREEWord or Docs
Where your Master CV lives β the full, unfiltered record of your career, kept up to date.
FREEBuild your About Me document
Build your Master CV
This is your complete, unedited career record β not a targeted CV. Length doesn't matter here. Completeness does.
Set up your Claude Project
Turn it into real documents
Open your Claude Project and start asking. The more context you give β a job description, a word limit, a target audience β the sharper the result. Tap any card below to open it, read the prompt, and copy it straight into Claude.
Tailored CV
Create a tailored CV for a [Job Title] role at [Company Name]. The job description is: [Paste the full job description here] Use my uploaded documents as the source of truth. Prioritise skills and experience most relevant to this role. Format it cleanly for ATS systems.
Cover letter
Write a professional cover letter for a [Job Title] position at [Organisation Name]. The role requires: [paste key requirements or full job description] Keep it under one page. Open with a strong hook, connect my experience to their needs, and close with a clear call to action.
LinkedIn summary
Write a professional LinkedIn About section for me, optimised for a career in [target role or industry]. Keep it under 300 words. Use a first-person voice, make it keyword-rich for recruiters, and let my genuine personality come through.
GitHub README
Generate a professional GitHub profile README based on my uploaded documents. Include: a personal intro, my tech stack, current learning projects, this year's roadmap, and contact or social links. Format it in clean markdown.
Short bio
Write a 100-word professional bio suitable for a [conference speaker profile / award submission / portfolio website / publication]. Keep the tone warm and professional. Write in third person.
Long bio
Write a 350-word professional bio for my personal website. Write in first person. Cover my background, what I do, what drives me, key achievements, and where I am headed. Keep it engaging and human.
Scholarship essay
Draft a [word count]-word scholarship essay for the [Name of Scholarship or Grant]. The application prompt is: [Paste the exact question or prompt here] Draw only from my uploaded documents. Use a clear narrative arc: background, motivation, goals, and intended impact.
Career pivot summary
Rewrite my professional summary for a pivot into [new industry or role]. Keep it under 80 words. Make it forward-facing, confident, and grounded in my actual transferable skills and experience.
Build & publish a portfolio webpage
Your CV gets you shortlisted. A portfolio gets you remembered. Here's how to put a simple HTML, CSS and JS site live on the internet β for free β in about ten minutes.
What belongs on the page
A short hero intro, a skills section, 2β4 real projects with links, and a simple way to reach you. That's a complete portfolio.
Want your own domain?
Add a CNAME file containing your domain, or enter it under Settings β Pages β Custom domain, then point your DNS at GitHub.
One repo, endless updates
You never re-create the site. Just edit your files and push β GitHub Pages rebuilds it for you, every time.
Keep your knowledge base alive
Your documents are only as useful as they are up to date. Re-upload whenever life moves.
| Life event | File to update |
|---|---|
| New job or role | Master_CV.docx |
| New qualification or certification | Both files |
| New project or achievement | Master_CV.docx |
| Change in career direction | About_Me.docx |
| New skill acquired | Master_CV.docx |
| Published work or award | Both files |
Get sharper results
Always paste the full job description
The more context Claude has, the more precisely it can align your real experience to what the role actually needs.
Treat gaps as a to-do list
If Claude flags a missing detail, add it to your Master CV and re-upload before regenerating.
Try NotebookLM's Audio Overview
Hearing your own career summarised out loud is great interview prep β it helps you tell your story before you're asked to.
Keep a dated folder
Store generated documents in a folder like Career Documents β 2026 so nothing gets lost or overwritten.
This isn't just for job hunting
The same knowledge base writes grant applications, speaker bios, consulting profiles, and personal website copy.