Lei Dou
Senior Software Engineer
Senior Software Engineer at Uber
Sunnyvale, California
Section title
Lei Dou's Email Addresses & Phone Numbers
Lei Dou's Work Experience
Uber
Senior Software Engineer
Sanfrancisco
Pandora
Staff Software Engineer
October 2013 to September 2018
Oakland, CA
UC Davis
Postdoctoral Researcher
October 2008 to September 2012
Davis, California
Beijing Proteome Research Center
Research Assistant
August 2005 to September 2008
Beijing, China
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About Lei Dou's Current Company
Uber- Working on “Driver Insights” project to create & deliver recommendations to drivers based on predefined rules or machine-learning models. Work involves data pipelines to build online/offline feature store, backend insights engine to create recommendations for target driver cohorts, automated workflow to deliver recommendations through inbox message, push notification and driver feed.- Participated in development & launch... - Working on “Driver Insights” project to create & deliver recommendations to drivers based on predefined rules or machine-learning models. Work involves data pipelines to build online/offline feature store, backend insights engine to create recommendations for target driver cohorts, automated workflow to deliver recommendations through inbox message, push notification and driver feed.- Participated in development & launch & maintenance of real time driver earnings system as a major contributor. Developed data layer to collect data from various upstream services, migrated the system to new data layer after thorough data shadowing, worked on multiple upstream services to prepare data as needed by earnings system, maintained Earnings Data Platform which is becoming the source of truth of driver earnings, also cooperated with multiple teams to be consistent on driver earnings data and flow.
Frequently Asked Questions about Lei Dou
What company does Lei Dou work for?
Lei Dou works for Uber
What is Lei Dou's role at Uber?
Lei Dou is Senior Software Engineer
What is Lei Dou's personal email address?
Lei Dou's personal email address is l****[email protected]
What is Lei Dou's business email address?
Lei Dou's business email address is l*****@ucdavis.edu
What is Lei Dou's Phone Number?
Lei Dou's phone (213) ***-*404
What industry does Lei Dou work in?
Lei Dou works in the Computer Software industry.
Who are Lei Dou's colleagues?
Lei Dou's colleagues are Andrii Zhytskyi, Stanley Shyiko, Brien Premachandiran, Scott Graham, Jordan Webb, Zhanyang Zhang, Swetha Regatte, Zhenyu Zhao, Erich Graham, and Steve T.
About Lei Dou
💼 Past Experience
Lei Dou's Summary of Work Experiences:Senior Software Engineer at Uber Lei Dou is currently a Senior Software Engineer at Uber in Sanfrancisco. - Working on “Driver Insights” project to create & deliver recommendations to drivers based on predefined rules or machine-learning models. Work involves data pipelines to build online/offline feature store, backend insights engine to create recommendations for target driver cohorts, automated workflow to deliver recommendations through inbox message, push notification and driver feed.Postdoctoral Researcher at UC Davis from October 2008 to September 2012 (4 years) in Davis, California. - Worked on design and implementation of a peer-to-peer network for continuous biodiversity data quality control. Developed a software package for building data curation workflows by using various services including Google cloud services (http://www.youtube.com/watch?v=DEkPbvLsud0).Research Assistant at Beijing Proteome Research Center from August 2005 to September 2008 (3 years 2 months) in Beijing, China. - Designed the architecture of human liver proteome bioinformatics center to integrate multiple thematic web databases. Lucene and Java EE were used.Postdoctoral Researcher at UC Davis from October 2008 to September 2012 (4 years) in Davis, California. - Worked on extending the scientific workflow engine Kepler by developing COMAD2.0 (Collection Oriented Modeling and Design) in Java to simplify the workflow modeling and maintenance especially by the scientists.Duties include project coordination among people across disciplines, requirement analysis, data modeling and processing, system design and implementation, testing and documentation.
🎓 Education
Lei Dou's education background and work readiness for the future are greatly dependent on her experiences in computer science and defense technology. Lei Dou's prior education has prepared her to have a background in computer science and defense technology that strengthens her preparedness for future work in these fields.LeiDou has a Ph.D in Computer Science from National University of Defense Technology, China in 1998. This experience in computer science and defense technology allowed her to develop her skills in problem solving, legal analysis, and programming that would be valuable in the future workforce. Lei Dou's experience in the military rotation program at National University of Defense Technology helped her to hone her skills in problem solving and decision making. Her foundation in computer science and Defense Technology has given Lei Dou the skills and knowledge to go into the future workforce with a solid background in these fields.Lei Dou is currently a B.S. student in Computer Science from National University of Defense Technology. She has the experience and skills necessary to be a successful computer scientist and defender in the future. Lei Dou's education and experience will help her to be a strong foundation for her future work in these fields.
💡 Technical & Interpersonal Skills
Lei Dou's professional and technical experiences include experience as a Senior Software Engineer at UberLei Dou, a Senior Software Engineer at Pandora in Oakland, CA, a Postdoctoral Research Scholar at UC Davis, and a Research Assistant at Beijing Proteome Research Center. Lei Dou also has experience in the areas of data processing and analytical tools.Lei Dou's professional experience has focused on developing software platforms to enable efficient software development inside the company and smooth pandora.com service for users. Lei Dou has also extended his professional experience in the areas of scientific workflow, data processing and analytical tools by developing COMAD2.0, a fast, scalable cache system based on redis for access of the big, core data set of the company.Lei Dou has experience in project coordination among people across disciplines, data modeling and processing, system design and implementation, testing and documentation. Overall, Lei Dou has a strong technical background and experience in developing software platforms to enable efficient software development inside the company and smooth pandora.com service for users.
Lei Dou’s Personal Email Address, Business Email, and Phone Number
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In a nutshell
Lei Dou's Personality Type
Introversion (I), Sensing (S), Thinking (T), Perceiving (P)
Average Tenure
4 year(s), 0 month(s)
Lei Dou's Willingness to Change Jobs
Unlikely
Likely
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