🏆Jaid - a Personalized Investment Newsletter with Sentiment Analysis | Bradford (Lynch) Levy’s Blog
BUSN30135 - Winter 2025

🏆Jaid - a Personalized Investment Newsletter with Sentiment Analysis

Student team: Shwetha Bharadwaj, Hamiyyet Bilgi, Mark Khoury, Nikhil Kishore

Abstract

Jaid operates in four key steps. First, it takes in a user’s portfolio positions to determine which stocks are most relevant. Second, it researches and curates the most impactful news stories related to those positions, filtering out lower-priority articles. Third, it applies sentiment analysis to classify each article as positive, negative, or neutral. Finally, it compiles these insights into a personalized newsletter that gives investors a clear summary of their portfolio’s most important news each day.

Learn more: Demo, Deck, PR/FAQ