基本信息
浏览量:133
职业迁徙
个人简介
I lead the team that optimizes the relevance of search results on Amazon websites worldwide. Our work includes data analysis, prototyping, machine learning, A/B testing, and writing production code for data processing (Hadoop/Pig) and for query-time functionality (C++/Python). I initially led the Ranking team that introduced machine learned ranking to Amazon. Since November 2012, I lead the larger Relevance team that, besides of Ranking, includes an Infrastructure team that creates data processing pipelines; a Matching team that increases recall and precision of the set
of products that match queries; teams that specialize on improving relevance in stores of strategic importance (e.g., Fashion, Instant Video); and international teams in Germany, Japan, and China. My tasks include overall technical guidance in search, machine learning and data processing, recruiting and coaching individual contributors and managers, developing and communicating goals and roadmaps, and coordinating with other teams. The team delivers significant gains in metrics of customer engagement and hundreds of millions of dollars per year in incremental revenue.
研究兴趣
论文共 10 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
semanticscholar(2010)
引用0浏览0引用
0
0
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII (2003)
引用23浏览0EI引用
23
0
Efficient and Accurate Parallel Genetic AlgorithmsGenetic Algorithms and Evolutionary Computationpp.135-143, (2001)
Efficient and Accurate Parallel Genetic AlgorithmsGenetic Algorithms and Evolutionary Computationpp.81-96, (2001)
Genetic algorithms and evolutionary computation (2001)
Efficient and Accurate Parallel Genetic AlgorithmsGenetic Algorithms and Evolutionary Computationpp.33-48, (2001)
Hussein Abbass,Ashraf Abdelbar,Michael Affenzeller, Hernan Eduardo,Aguirre Duran,Uwe Aickelin,Takaya Arita,Dirk V. Arnold,Anne Auger,Mehmet Emin Aydin,Raja Muhammad,Atif Azad,
msra
引用21浏览0引用
21
0
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn