A Framework to Boost Team Effectiveness Through AI based Personality and Skill-Based Assessment

Choosing the right team members in a project is important as it determines how successful they can get together and productivity of the team as choosing the wrong ones can lead to delays, lack of motivation and other scenarios. One of the important factors that help determine good team members would be their alignment with the project’s goals and needs. However, these do not entirely help understand a candidate’s personality, which is key to their performance and productivity. This research focuses on implementing Deep Learning to extract the "Big 5 Ocean Traits" of user behavior from carefully designed questions and create groups based on OCEAN trait scores after shortlisting based on their skills. BERT (Bidirectional Encoder Representations from Transformers) was used to determine the personality scores of the person using the answers that they provided for the given questions. An optimized algorithm was developed to form teams based on their OCEAN trait score that will improve the overall efficiency