Strategies to exploit uneducated investors

I feel that today's markets are saturated with retail investors that take too much risk with uneducated positions.

I'm starting to explore strategies to actively take advantage of investors that do not even look at financial statements or are sensitive too hypes (e.g., three years ago everyone bought clean energy stocks, while today every John Doe wants a slice of Nvidia regardless of its valuation).

Has anyone tried strategies to spot hypes and take advantages of them? For instance, I was thinking of combining sentiment analysis of finfluencers with stock performance as an indicator