Advanced · 3–4 weeks
AI Resume & Job Description Matcher
Upload resume and JD; extract skills and experience; compute match score with explanation of gaps and strengths. Bias-aware design — score breakdown transparent.
Why this project
Structured extraction + matching shows you understand LLM output parsing and responsible AI.
Tech stack
Java 17Spring Boot 3Spring AIPostgreSQLJSON schema validation
Skills demonstrated
- Structured LLM output
- Scoring algorithms
- Explainability
- Responsible AI
Interview talking points
- Structured output reliability
- Bias mitigation steps
- Scoring transparency
- Data retention policy
Problem statement
Upload resume and JD; extract skills and experience; compute match score with explanation of gaps and strengths. Bias-aware design — score breakdown transparent.