BullFrog AI’s Dr. Juan Felipe Beltrán to Highlight Advanced AI Strategies in Bioinformatics at XTalks Webinar
GAITHERSBURG, Md., June 20, 2025 (GLOBE NEWSWIRE) -- (NASDAQ: BFRG; BFRGW) ("BullFrog AI" or the "Company"), a technology-enabled drug development company using artificial intelligence (AI) and machine learning to enable the successful development of pharmaceuticals and biologics, today announced that Dr. Juan Felipe Beltrán, Director of AI, Machine Learning, and Innovation, will be the featured speaker at the upcoming XTalks webinar: .
Vin Singh, Founder and CEO of BullFrog AI, commented, "Dr. Beltrán’s featured participation in the XTalks webinar not only highlights our leadership position in AI-driven bioinformatics but also emphasizes BullFrog AI’s dedication to addressing critical scientific challenges that directly impact the efficiency and success of drug development pipelines. Investors recognize the significant market opportunity in enhancing drug discovery processes, and showcasing BullFrog AI’s innovative capabilities supports our strategic vision and fortifies our position within this rapidly growing sector."
Join Dr. Juan Felipe Beltrán, a leading scientist and software engineer with deep expertise in machine learning, algorithm development, and bioinformatics, 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. Beltrán 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.
Dr. Beltrán’s proven track record of advancing complex bioinformatics solutions significantly reinforces BullFrog AI’s proprietary bfLEAP™ platform and flagship BullFrog Data Networks™, which are designed to empower biopharma companies by delivering actionable insights from complex, high-dimensional biological data. BullFrog AI’s solutions directly address the critical challenge in biopharma, where only 12% of drugs entering Phase 1 clinical trials successfully reach the market.
Interested professionals, including bioinformaticians, biostatisticians, data scientists, and translational scientists, are encouraged to to gain practical strategies for mitigating pitfalls in AI-powered bioinformatics workflows, ultimately improving decision-making and increasing confidence in analytical results.
About BullFrog AI
BullFrog AI leverages Artificial Intelligence and machine learning to advance drug discovery and development. Through collaborations with leading research institutions, BullFrog AI uses causal AI in combination with its proprietary bfLEAP™ platform to analyze complex biological data, aiming to streamline therapeutics development and reduce failure rates in clinical trials.
For more information visit BullFrog AI at:
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