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Sophie Tan

eBay搜索科学数据科学家

 

Data Scientist, eBay Search Science

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Sophie毕业于上海交通大学软件工程专业,随后加入eBay搜索科学部门成为研发工程师,并主导参与多项搜索工程项目开发。工作两年后,她逐渐转型为人工智能数据科学家和技术骨干。她和团队一起,利用自然语言理解和机器学习算法,在精准搜索词理解、商品排序和反作弊等领域精耕细作,解决了很多商品搜索中的实际问题,为eBay全球亿万用户带来更高效智能的购物体验。

Sophie graduated from Shanghai Jiao Tong University majoring in software engineering. After graduation, she started her career at eBay China Center of Excellence as a software engineer and participated in multiple search engineering projects as leading developer. After two years, she gradually transited herself into a data scientist on AI and a key technical contributor. Together with the team, she solved practical problems buyers face in e-commerce shopping with cutting-edge natural language understanding and machine learning techniques. She and her team designed algorithms on optimizing specific query understanding, search ranking and spam detection, bringing more intelligent and efficient online shopping experience to hundreds of millions of buyers globally.

支持Ladies Who Tech的理由:

我希望每个女生都能活出自己的精彩,拥有更大的世界。我也想借助Ladies Who Tech的平台接触STEM界的前辈和同行们,向她们学习。

Why Support Ladies Who Tech:

I hope that every woman can live her own wonderful life and have a bigger world. I also want to use the Ladies Who Tech platform to reach out to seniors and peers in the STEM industry and learn from them.

座右铭: 问渠那得清如许,为有源头活水来。

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