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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
Professional Background
- Current statusEmployed・Open to opportunities
- ProfessionData Scientist・Machine Learning Engineer・Big Data Engineer
- FieldsAdTech / MarTech・Digital・IT / Digital
- Work experience4-6 years (4-6 years relevant)
- ManagementI've had experience in managing 1-5 people
- Skills
- LanguagesEnglish・Intermediate
- Highest level of educationMaster
Job search preferences
- Desired job typeFull-time・Not interested in working remotely
- Desired positionsAI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
- Desired work locationsTaipei, Taiwan
- FreelanceNon-freelancer
Work Experience
Machine Learning Engineer
- 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
- 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
Education
Master of Science (MS)
・
統計學