Jin Shang
at Grand Isle State Park, Louisiana, USA. (Oct 6, 2018) About meI am currently an Applied Scientist at Amazon, where I focus on developing Generative AI models and Large Language Models (LLMs) to improve the Amazon customer experience. I earned my Ph.D. in Computer Science from Louisiana State University, advised by Dr. Mingxuan Sun. At Amazon, my work spans both production and research: 1. Production Impact: I’ve contributed to large-scale real-time and offline systems, including semantic search for ads retrieval, embedding-based retrieval, LLM-powered product recommendations, and generative-augmented retrieval. These efforts have collectively driven over $500M in annualized sponsored products advertising revenue and over $700M in annualized order product sales (OPS). 2. Research Contributions: I serve as the primary point of contact (POC) for several research initiatives and have published multiple papers at both external academic conferences and Amazon's internal research venues. Education
Research Interests
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