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- 3. Recommended Architecture for Your CV Pipeline
- If you want to build this automation, here is a clean, practical blueprint:
- Single Source of Truth (data.yaml or portfolio.json)
- Maintain a master file of all your experiences, projects, awards, and skills with detailed bullet points and tags (e.g., #embedded, #web, #algorithms, #c++, #fullstack).
- The Agent / Optimization Engine
- Input: Target Job Description + Master Data file.
- Prompt Strategy: Instruct the agent to:
- Rank and select the top 3–4 most relevant projects for the role.
- Select/rewrite bullet points to match key terms in the Job Description (e.g., emphasis on impact, metrics, and exact toolnames without fabricating experience).
- Order skill badges to place high-priority keywords first.
- Output: Clean JSON or structured Typst/LaTeX markup.
- Compiler
- Use Typst (a modern alternative to LaTeX) or a clean HTML/CSS-to-PDF compiler (puppeteer or typst compile). Typst is fast, programmatic, and creates perfectly styled, single-page professional PDFs.
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