So I built PatchWork. You upload your LinkedIn PDF, + old resumes and cover letters, or you can chat with a bot that takes you through a guided career profile setup flow, and Patchwork builds a single master profile of your complete career history. Every resume after that is generated from scratch using the full profile, not one resume you uploaded.
Once your profile is set up, you just paste a job description and hit generate. PatchWork pulls the strongest combination of your experience for that specific role and generates a complete resume that tells the story the hiring manager is looking for. You can edit it manually, have the AI suggest edits, and then export to a simple but effective ATS-friendly PDF or .docx.
We also have a real buffer that prevents hallucinations from entering a resume. If the AI suggests something not explicitly in your profile, a verification pass flags it for review with a source citation before anything goes into the resume.
I've already used it to apply to ten jobs, and I got 7 interviews after 4 months of radio silence.
Free to try, no credit card required. https://usepatch.work
Happy to answer questions on how the profile build works or the fact-checking architecture.
mcohrs•1h ago
Also, any tips on how to reduce AI costs without reducing quality would be great. I've done quite a bit of optimization in that regard but there's a lot I don’t know.
Thanks for reading about my little project!