AI & MACHINE LEARNING
Resume Skill Matcher
Compare resume text with job descriptions and highlight matching/missing skills.
LevelCollege / Intermediate
Duration4 Weeks
Components₹800–₹2,500 CodingMedium
Project overview
Compare resume text with job descriptions and highlight matching/missing skills.
Compare resume text with job descriptions and highlight matching/missing skills.
Components / materials required
✓Laptop
✓Python
✓NLP libraries
✓Sample resumes/job descriptions
What the project demonstrates
✓Text extraction
✓Skill keyword matching
✓Similarity scoring
✓Gap summary
Suggested build plan
01
Data model
Define skill vocabulary.
02
Text processing
Normalise resume/job text.
03
Matching
Compute overlap/similarity.
04
UI/report
Show matched and missing skills.
Learning outcomes
✓Apply NLP to documents
✓Build similarity scoring
✓Create structured reports
✓Discuss limitations of automated screening