Phase 2: AI-Powered Core Features (Days 31-60)

Week 5-6: Advanced Skill Analysis and Extraction

• Integrate Mojo/Max components for advanced NLP-based skill extraction from resumes and professional profiles
• Implement multi-source data integration for GitHub, LinkedIn, and learning platform APIs
• Develop semantic skill matching using vector embeddings and similarity scoring
• Create real-time skill gap analysis comparing professional profiles against job requirements

Week 7-8: Recommendation Engine and Matching Systems

• Build hybrid recommendation framework combining collaborative filtering with content-based approaches
• Implement mentorship matching algorithms using compatibility scoring and availability synchronization
• Develop career path recommendation system using ML models trained on professional trajectory data
• Create real-time job matching system with personalized ranking algorithms