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d'BiYOK Lab

is Dany's idea to integrate Bi as Biodiscovery-Integrated with BYOK, Bring Your Own Key. The aim is a wider set of practical apps for professional productivity, research, learning, entrepreneurship, and everyday workflows.

JobApp AI Assistant

Local-first job application assistant for parsing structured CVs from Ciência Vitae FCT, tailoring applications to job postings, and exporting editable application packages.

d'BiYOK Lab · Local-first AI application

JobApp AI Assistant

CV parser, job matcher, and editable application exporter.

Adapt structured CVs to job opportunities with a local-first, BYOK workflow. Especially useful for Ciência Vitae exports used by researchers and institutions in Portugal, including FCT-oriented project contexts.

Local-first BYOK Windows Open source
Download for Windows Try Web Lite View source Read guide
Screenshot of the JobApp AI Assistant local interface showing CV import, AI engine settings, and application workflow.

What it does

Parse structured CVs

Import PDF, TXT, XML, JSON, or Ciência Vitae exports and turn them into editable English sections.

Focus the evidence

Select the experience, publications, projects, software, and skills that should guide a specific application.

Generate the package

Create tailored CV bullets, cover-letter drafts, interview notes, and editable exports.

Choose your mode

Web Lite — experimental

Useful for quick BYOK tests in the browser. It includes a heuristic parser, but cannot match the full desktop parser or backend job-board fetching.

Use a temporary or restricted API key, then clear and revoke/delete it after testing.

Open Web Lite

Supported AI engines

Use your own key or a local model. Provider links are setup shortcuts, not sponsored placements.

Google Gemini

Get a Gemini API key and use Flash models where available.

OpenAI

Create a platform API key for OpenAI-compatible workflows.

Anthropic Claude

Connect Claude models from your own console.

Ollama local

Run compatible local models on your own computer.

Privacy and API-key safety

The desktop app remains local-first, private, and ad-free. The Web Lite page runs in the browser, so visitors should use temporary or restricted API keys, avoid sensitive documents, clear the key field after testing, and revoke/delete test keys in the provider console.

Updates and professional support

Release notifications

New releases, setup notes, AI-key safety tips, and practical resources for researchers and professionals.