The scenario
CareerKit is a multi-tool app for job seekers. It compares a resume with a job description, highlights gaps, rewrites bullet points for impact, drafts a cover letter and generates likely interview questions with model answers.
System architecture
01 Resume + JD Uploads
02 Analyser Match + gaps
03 Writers Resume, letter, Q&A
04 Downloads Ready to send
High-level flow of CareerKit, from input to output.
What you will learn
- Document comparison with LLMs
- Prompt templates for rewriting
- Multi-tool app design
What you will build
- Resume parser
- Gap analysis
- Cover letter and question generators
Build plan
- Parsing
- Gap analysis
- Generators
- UI
- Deploy