Soheil Danesh currently serves as an Applied Scientist II in the Selling Partner Insights team at Amazon, where he leverages his extensive expertise in computational science to drive impactful data-driven decisions. With a robust background in Natural Language Processing, Manufacturing Informatics, Computational Biology, and Econometrics,...
Soheil Danesh currently serves as an Applied Scientist II in the Selling Partner Insights team at Amazon, where he leverages his extensive expertise in computational science to drive impactful data-driven decisions. With a robust background in Natural Language Processing, Manufacturing Informatics, Computational Biology, and Econometrics, Soheil is adept at developing causal models that assess both the short and long-term effects of various actions on key performance metrics. His work is pivotal in enhancing the understanding of seller behaviors and optimizing strategies that ultimately improve the overall seller experience on Amazon's platform.
At Amazon, Soheil is engaged in several key projects that utilize advanced machine learning techniques and statistical methodologies. His proficiency in regression analysis—including linear, ridge, lasso, and logistic regression—enables him to extract meaningful insights from complex datasets. Additionally, his experience with classification algorithms such as decision trees, random forests, and support vector machines allows him to build robust predictive models that inform strategic decision-making.
Soheil's technical skill set is complemented by his capabilities in full-stack web development, where he employs technologies like HTML, CSS, JavaScript, Ruby on Rails, and React to create intuitive data visualization tools. His familiarity with SQL and NoSQL databases, including MySQL, PostgreSQL, MongoDB, and DynamoDB, ensures efficient data management and retrieval processes. Furthermore, his comfort with the AWS environment and Linux command line enhances his ability to deploy scalable solutions in a cloud-based infrastructure. Through his innovative approach and interdisciplinary knowledge, Soheil Danesh continues to contribute significantly to Amazon's mission of empowering sellers and enhancing the e-commerce landscape.
