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yunlong wang

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AI Scientist Dir IQVIA

Dr. Yunlong Wang is an AI Scientist Director in Advanced Analytics at IQVIA, where he leads a team of AI scientists and software engineers. He holds a B.S. in Electrical and Computer Engineering from Xi’an Jiaotong University and a Ph.D. in the same field from Stony Brook University. His expertise spans healthcare data analytics, clinical trial optimization, and advanced machine learning techniques, including Generative AI. Dr. Wang is also highly proficient with a range of big data tools. He has authored over 30 publications in leading AI/ML and signal processing conferences and journals.

Bio from: Data + AI Summit 2025

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Harnessing Databricks for Advanced LLM Time-Series Models in Healthcare Forecasting

This research introduces a groundbreaking method for healthcare time-series forecasting using a Large Language Model (LLM) foundation model. By leveraging a comprehensive dataset of over 50 million IQVIA time-series trends, which includes data on procedure demands, sales and prescriptions (TRx), alongside publicly available data spanning two decades, the model aims to significantly enhance predictive accuracy in various healthcare applications. The model's transformer-based architecture incorporates self-attention mechanisms to effectively capture complex temporal dependencies within historical time-series trends, offering a sophisticated approach to understanding patterns, trends and cyclical variations.