Avatar of Siao.

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。
Logo of 現觀科技 Groundhog Technologies.
現觀科技 Groundhog Technologies
國立政治大學
Taipei, 台灣

Skills

R
python
Clickhouse
Redis
MongoDB
ElasticSearch
GraphQL
MinIO
Ubuntu Linux
RESTful API
gRPC
Kubernetes
Docker
Container
Kafka
SocketIO
Pytorch/Tensorflow
Transformers
HuggingFace 🤗
Github
GitLab
GitLab CI
C++
Rust
NodeJS
ONNX
OpenVino
Golang

Languages

English
Intermediate

Work experiences

Logo of 現觀科技 Groundhog Technologies.

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
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