CVRevise

CVRevise is a live web app I built for preparing CVs and cover letters with an AI assistant. Users import an existing CV or describe their experience in chat, keep one career profile, and generate role-specific documents from a job description.

The assistant works as a single tool-using agent. It proposes profile changes and drafts, and nothing is saved until the user reviews and accepts it. Finished documents are rendered as PDFs in the chosen language and layout.

The product side is complete too: accounts, prepaid credit billing through Stripe with the token price shown before payment, refunds, and an MCP endpoint so Hermes, Claude Code or Codex can use CVRevise from the user's own AI assistant.

Tech: Python, LLM agents with tool calling, Stripe, MCP, Docker