ProjectJuly 12, 2026
CV Generator and Parser
A tool that both generates polished CVs and parses existing ones into structured data.
- Category
- Automation
- Tech stack
- Document parsing
- Role
- Prototype — design & build
Content
A two-way tool for CVs: it generates polished, consistently formatted CVs from structured data, and parses existing CV documents back into structured data. It explores whether one schema can honestly serve both directions.
Problem
CVs live as unstructured documents — hard to generate consistently and hard to extract structured data from.
Limitations
Prototype-stage: parsing accuracy varies with unusual CV layouts and was validated manually.
Next steps
A production version would need layout-robust parsing evaluation and template variety on the generation side.
Outcome
Working prototype covering both generation and parsing; deliberately kept at prototype stage.