Speaker

Dr. Vinothkumar Kolluru

Biography :

Vinothkumar Kolluru is a Senior Data Scientist at Fractal Analytics in Seattle, where he architects and productionizes large-scale AI systems for global enterprise clients. His work spans clickstream intelligence, Bayesian and causal forecasting, and high-performance Retrieval-Augmented Generation pipelines engineered to deliver sub-200 ms response latency and reduce LLM hallucination rates by more than 20% in production environments. Fluent across the modern machine learning and MLOps stack—transformer fine-tuning (LoRA/PEFT), vector search systems, LLMOps, and cloud automation on AWS and Azure—Vinothkumar has delivered measurable business outcomes, including a 25% boost in personalized marketing engagement and a 30% reduction in healthcare operational costs through clinical-risk and cost-of-care predictive models. Before joining Fractal, he automated fleet-optimization workflows at Mitsubishi Hitachi Power Systems and built large-scale demand-forecasting solutions at Wipro. He holds an M.S. in Data Science from Stevens Institute of Technology and graduated as a Gold Medalist in Engineering from Anna University. He is also certified in advanced analytics and deep learning by Microsoft and Google. Vinothkumar is an active contributor to the research community, with 45+ peer-reviewed publications indexed by IEEE, Springer, and Scopus, and 215+ citations. He has completed 190+ peer reviews across IEEE and other conferences, and frequently mentors workshops on applied AI and model governance. His combined expertise in technical depth, enterprise delivery, and responsible AI makes him uniquely qualified to serve as Lead Editor for Responsible Generative AI for Enterprise Transformation.