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Jishan Luo is a skilled data scientist at Xformics Inc since May 2020, specializing in customer purchase prediction and price optimization through advanced data analysis and machine learning techniques. Jishan has developed sophisticated data pipelines using PySpark and AWS Databricks, executed data cleaning and feature engineering, and utilized classification algorithms to analyze customer behavior and optimize promotions. As a junior data scientist, Jishan worked on contract risk analysis employing NLP frameworks for automated information extraction and potential business signal identification using text analysis, significantly enhancing operational efficiency. Previous experience includes internships where Jishan created predictive models for financial services and contributed to education technology projects, alongside a solid academic foundation in computer science and mechanical engineering at esteemed institutions.