It is absolutely true to state that the role of an individual personality traits makes them more adaptable and comfortable to certain jobs. Selecting a career on the basis of your personality feature can result in a pleasant outcome. For example, if an individual is introvert, and if he chooses to become an anchor, just because it has a greater scope, tell me, can he thrive in this profession for a longer period of time?
Whenever, we hear such term in our day-to-day life, the first things that comes to our mind is of famous personalities, like Virat Kohli; Sachin Tendulker or Narendra Modi, etc. Not only this, we inspire from them and try to become like them, and in this process, we might lose our uniqueness. However, we never try to understand that what does personality actually mean?
We observed that generally the embedding representation is very rich and information dense. For example, reducing the dimensionality of the inputs using SVD or PCA, even by 10%, generally results in worse downstream performance on specific tasks.