Abstract: In my presentation, I will delve into the intriguing domain of Generative AI for Biomedical Insights, where I'll shed light on the practical applications of LLMs - OpenBIOML and BIO GPT. Navigating the intricate balance between scale and safety, I will emphasize the potential of these potent tools in the context of biomedical research. Analyzing their capabilities and challenges, I aim to demystify their real-world utility and offer a clear understanding of the inherent trade-offs. My discussion will extend to strategies for responsible deployment, underlining the significance of rigorous monitoring, evaluation, and human oversight. Join me in uncovering the transformative capacity of Generative AI while ensuring its responsible integration into the intricate landscape of biomedical advancements and discoveries.
Bio: Bidyut Sarkar, a distinguished professional with a silver badge distinction in IBM for Life Science solutions and an expert in Industrial manufacturing, has made remarkable contributions to addressing global challenges through AI and Analytics-driven solutions.
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His 20-year tenure at IBM shines with outstanding achievements, earning him prestigious awards as a leader in the solutioning function, including the 'Client and Partner Success Award – 2023' and 'Growth Award -2023.' Notably, his expertise has significantly impacted large pharmaceutical companies in the US, where he played a pivotal role in combatting counterfeit drugs, AI/ML-powered predictive demand, and automated replenishment capabilities. Leveraging AI-driven technologies, Bidyut's solutions have enhanced cybersecurity, ensuring the authenticity and safety of medications worldwide.
His career spans multiple countries, including the USA, Netherlands, Saudi Arabia, Brazil, and Australia, granting him a unique perspective on the challenges faced by global organizations. With an illustrious career spanning international borders and an exceptional understanding of Advanced Manufacturing & Supply chain transformation, Bidyut Sarkar continues to drive AI-driven solutions to tackle critical global challenges in the life sciences domain.