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personality-analysis

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This project explores the classification of extrovert and introvert personality types based on behavioral data using machine learning techniques. The aim is to build models that can distinguish between the two personality types by analyzing various features that reflect behavioral patterns.

  • Updated Jun 25, 2025
  • Jupyter Notebook

A suite of AI tools including a Fake News Classifier and Personality Tester. Both use pre-trained ML models and Streamlit interfaces, ready for deployment, customization, or further development.

  • Updated Jul 23, 2025
  • Python

This project develops a data-driven, automated system to identify Big Five (OCEAN) personality traits using multimodal machine learning. It analyzes visual and audio signals from interviews to overcome bias in traditional questionnaires. Built on the ChaLearn dataset, it supports HR, psychology, education, and mental health applications.

  • Updated Jan 9, 2026
  • Python

Intelligent Pokémon Strategy Agent powered by Google Gemini AI. Features team recommendations, personality analysis, battle role classification, and generation comparison with Clean Architecture, SOLID principles, FastAPI REST API, and comprehensive testing.

  • Updated Dec 1, 2025
  • Python

A machine learning-based career prediction system that analyzes personality traits (OCEAN model) from CSV data or video interviews to recommend multiple career roles. Supports Random Forest, SVM, KMeans, and facial emotion analysis with DeepFace.

  • Updated Dec 1, 2025
  • Python

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