Resumio

To solve the tedious task of drafting experience summaries, I built an AI assistant that automatically generates job, education, and project descriptions as well as highlights and keywords.

Core Features

• 100% Free & Account-Free: Runs on a lightweight local model, eliminating subscription fees and registration steps.

• Side-by-Side Review: Renders generated drafts in a pop-up modal so users can compare options before inserting text into the form.

System Architecture

• Frontend: A action button sits directly beside summary fields. Clicking it bundles the record's context and triggers a preview modal.

• Backend: A dedicated service acts as a proxy, routing requests to a local Ollama server.

• Form Integration: The generated response feeds into the modal, allowing users to accept and auto-fill the draft with one click.

Concurrency & Scaling

Because it relies on local hardware, the server handles only one request at a time. If someone tries to generate content while it's already running, they’ll need to wait until the server becomes free. There is a "traffic signal" to indicate when the server is free. If there’s enough interest, I might offer a paid cloud version for parallel processing, but the local model handles single-user needs well.