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The original was posted on /r/selfhosted by /u/thiagobg on 2025-03-30 11:53:19+00:00.
Hey self-hosters!
I’ve been building an open source, privacy-first resume builder that helps job seekers generate ATS-friendly resumes by parsing both a job description and their profile/CV. The idea is to assist with tailoring resumes to each opportunity, something job seekers often struggle to do manually.
What it does:
- Parses a job description and Profile
- Uses LLMs (Gemma 3 1B via Ollama) to generate a tailored resume via Handlebars templates
-Outputs a clean, ATS-compatible .docx using Pandoc
It’s built for local use, no external API calls — perfect for those who value privacy and want full control over their data and tools.
I’m currently:
-Setting up MLflow to test and optimize prompts and temperature settings
-Working on Docker + .env config
-Improving the documentation for easier self-hosting
Why I think this matters to the selfhosted community:
Beyond resume building, this flow (LLM + markdown templates + Pandoc) could be adapted for many types of automated document creation. Think contracts, proposals, reports: tailored, private, and automated.
I’d love feedback, ideas, and especially help with config, Dockerization, front-end, and docs to make it easier for others to spin up.