Honored to be front-page featured in Hedge Fund Alert. Below is the article detailing the Qualex Investment story and research process.

Analyzing speech patterns is similar to taking a blood sample in that they both provide medically-reliable, actionable insights. A person's cholesterol, sodium, iron, and glucose levels are all highly informative pieces of information extracted from a blood panel. Likewise, a person's intelligence, mental health, personality profile, and even honesty can be extracted from their speech patterns. The purpose of this paper is to provide evidence and support for this assertion

Intelligence is one of the first traits we subconsciously evaluate when encountering someone new. Is this person smart? Do they know what they are talking about? Can I trust their views? This isn't necessarily an ill-intentioned exercise in prideful comparison. Over time, humans have learned the importance of understanding who they are dealing with on a variety of levels. Our brains are pattern-matching machines, mapping current situations to past experiences and drawin

As explored in prior insights, there is substantial scientific support for using natural language processing to extract meaningful signals about a person’s intelligence, personality, and behavioral tendencies. Applying these findings to equity markets, however, requires a nuanced understanding of CEO speech patterns, public company communication norms, and industry context. This paper provides a high-level overview of a few customizations required to effectively implement NLP