Bullfrog AI ‘s Juan Felipe Beltran to be speaker at XTalks webinar

BullFrog AI (BFRG) announced that Dr. Juan Felipe Beltran, Director of AI, Machine Learning, and Innovation, will be the featured speaker at the upcoming XTalks webinar: AI in Bioinformatics: Overcoming Pitfalls in Statistical, ML and Generative AI Approaches. Join Dr. Juan Felipe Beltran for an insightful webinar exploring the critical yet often overlooked pitfalls in AI-driven bioinformatics workflows. Drawing on his extensive contributions to proteomics, genomics, and public health challenges like COVID-19, Dr. Beltran will highlight how even sophisticated computational methods can falter without careful attention to analytical nuance. This session will focus on enhancing the accuracy and reproducibility of bioinformatics analyses by addressing three key issues: the mismanagement of compositional data, the overinterpretation of machine learning feature importance, and the misapplication of generative AI for biological ranking and prioritization. Attendees will gain practical insights to strengthen their data science foundations, improve AI model reliability, and future-proof their bioinformatics strategies in an increasingly complex research environment.