Senior Project Manager of Data Science team / Server side programmer
Senior Project Manager of Data Science team ■ Support Machine Learning model integration as PM. * Ad creative image review automation. * Increasing News contents PV with Multi armed bandit. * Category tagging automation for LINE Stamp images. * Smart Channel, that is recommendation engine for All LINE contents and AD to all LINE user. * Implement toolset for A/B test and multi-armed bandit with Python and Vue.js . * and Talk about A/B test and multi-armed bandit toolset on LINE Developer day 2018 https://linedevday.linecorp.com/jp/2018/#Cafe-7
* and some more secret project...
* Development environment improvement for machine learning platform. * setup slack-github notification. * setup slack-prometheus notification.
Programmer ■ Stats system - Programmer ( ~2012/02) * implement stats viewer. server side code and ui with gwt ob java. * manage Stats Hadoop cluster - Hadoop * implement stats aggregation batch job with python, hive sql, azkaban
■ Sticker/Theme shop, LINE Store - Programmer ( 2012/02 ~ 2015/07?) * implement Contents management tool with java (w/spring), jsp, jquery, MySQL, mongoDB * implement server side Service API with java (w/spring, Armeria #1, thrift), MySQL, mongoDB, Redis, elasticsearch * implement Backend job with java (w/spring batch), python, MySQL, mongoDB, Redis, Hive * discuss with planner, define new feature spec detail, implement code, and execute rerated operations.
■ Stamp/Theme shop - sub leader ( 2015/07? ~ 2017/11) * Planning system architecture for new feature. * Estimation schedule and progress management. * share development tasks to team membet and dev members of related company.
----------------------------- ■ Related docs http://www.slideshare.net/linecorp/a-7-47983085 http://www.slideshare.net/linecorp/a-9-line-shop-powered-by-armeria
#1 Armeria: Asynchronous RPC/API client/server library built on top of Java 8, Netty 4.1, HTTP/2, and Thrift https://github.com/line/armeria