The Leadership Readiness Assessment Dashboard is an AI-powered system designed to evaluate and improve an individual’s readiness for leadership roles. The system assesses key leadership competencies such as communication, decision-making, problem-solving, teamwork, technical knowledge, and team management. It combines competency scores with behavioral performance data from leadership-based simulations to provide a more comprehensive assessment. Machine learning techniques, such as Random Forest, are used to analyze assessment results and classify individuals based on their leadership readiness. The dashboard identifies specific skill gaps and provides personalized recommendations, training suggestions, and improvement areas. It can also support automatic reassessment when inconsistencies are detected between competency scores and demonstrated behavior. By providing data-driven insights through an interactive dashboard, the system helps organizations and individuals make better decisions regarding leadership development, training, succession planning, and career growth. The project aims to make leadership assessment more objective, adaptive, and actionable.
Built With
- analysis
- analytics
- artificial
- assessment
- behavioral
- css
- dashboard
- data
- forest
- gap
- html
- intelligence
- javascript
- leadership
- learning
- machine
- pandas
- predictive
- python
- random
- react
- recommendation
- scikit-learn
- skill
- system
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