Siao
Machine Learning Engineer
專業設計量化問題的統計量，有數據模擬、建模、驗證的經驗。
長期研究中文的自然語言處理，近期工作是處理 Real-time bidding 相關的問題。
現觀科技 Groundhog Technologies
國立政治大學
Taipei, 台灣
Skills
Languages
English
・
Intermediate
Work experiences
Machine Learning Engineer
現觀科技 Groundhog Technologies・Full-time
Oct 2020 ~ Present
- real-time bidding strategy in digital advertising.
- Ad selection, Budget Controller
- CTR model inference time speed up 40%
- CTR model training time speed up 600%
- De-anonymization, Historical Browse
Data analyst
亞洲指標數位行銷顧問股份有限公司
Jun 2017 ~ Sep 2020
・
3 yrs 4 mos- Built a pipeline for web corpus and carried out 62 project reports.
- Completed evaluation about of the influence of celebrities on social media.
- Predicted votes of candidates
Educations
國立政治大學
Master of Science (MS)・統計學
2015 - 2017
・
4.3/5 GPA