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Intelligent system that analyzes resumes using NLP and provides actionable feedback
Create a comprehensive resume analysis platform using NLP and ML to evaluate resumes against job descriptions. Provides feedback on content quality, keyword optimization, and ATS compatibility.
PDF/DOCX parsing
ATS compatibility scoring
Keyword optimization
Skills gap analysis
Grammar checking
Visual analytics
PDF reports
Microservices with FastAPI backend, React frontend, Celery for async processing, spaCy for NLP, Redis caching
Python & FastAPI
NLP fundamentals
Machine Learning basics
React development
RESTful APIs
Implement NLP pipelines
Build ML classification models
Design microservices
Handle async processing
Deploy ML models
Environment setup, NLP library research, architecture design
PDF/DOCX parsing and text extraction
Entity extraction and keyword analysis
ATS compatibility and quality metrics
React UI for upload and analysis
Connect components and test