20210416 LINE SHOPPING

20210416 LINE Developers Meetup #15 @ 清大教育館 by Vila

Event: https://linegroup.kktix.cc/events/20210416

Transcript

1. LINE SHOPPING Machine Learning Engineer – Vila
2. 「先LINE購物 再購物」 https://linecorp.com/zh-hant/pr/news/zh-hant/2020/3304
3. LINE 購物 導流返點 口袋商店 B2B2C 酷券 B2B2C LINE TW EC Service
4. Find Transfer Partner LINE 購物
5. LINE SHOPPING Data
6. LINE SHOPPING Data
7. Personalized Trending
8. Personalized Trending - Demo Site
9. Category Recommendation Popularity Personalization
10. Point-Rebate Product Recommendation
11. Product Analyzer - Demo Site
12. Domain Challenges • Partner Integration • Multiple Contract Types • Data Understanding & Cleansing Large scale Project • Cooperate cross team and country • Extensible design pattern (DS, ML, MSE) • Code quality Scalability • Big data computing • Data pipeline
13. Scrum Plan Meeting Review / Retrospective Refinement Meeting Standup Meeting FE SM BE PO Biz QA Design 2 weeks OP DATA
14. Tech Stack
15. • Responsibility • Data processing on Hadoop ecosystem • Computing with Spark and ML platform • Build up data pipeline • ML solution deployment • Fundamentals • Python • Linux We’re hiring Data Engineer (Tech Fresh)
16. Thank you