Paul Tang
Senior Software Engineer
Tokyo, Japan
工作經歷
Senior Software Engineer • U-NEXT Co., Ltd.
一月 2021 - Present
- Build up a high availability MLOps computation system for more than 4M users with Kubernetes (GKE & OpenStack)
- Maintain and Manage efficient ETL & ELT data pipeline with tools like Airflow and data warehouse like GCP BigQuery
- Build up CI/CD flow & GitOps flow
- Develop APIs for Recommendation System and Deep Learning usage
Software Engineer • Virtusize
五月 2019 - 一月 2021
- Build high availability RESTful API service for client and frontend, with Python Django, Celery worker, Amazon Lambda service
- Build high-performance computer vision API for fashion application
- Upgrade legacy backend service to modern architecture.
- Enable CI/CD flow and deployment
- Build internal frontend application as a full-stack developer
[Core technology]
- Python/JavaScript
- Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI
- Vue.js
- Tensorflow/Keras/OpenCV
Software Engineer • 盛星科技 | Astra Inc.
十二月 2017 - 四月 2019
- Build innovative computer vision and pedestrian detection backend service
- Build and maintain a high availability of deep learning-based computing systems
- Develop human detection and facial recognition deep learning models and algorithms
[Core technology]
- Golang/Python
- AWS/DynamoDB/SQS/EC2
- Tensorflow/Keras/OpenCV/openVINO
Platform Engineer Intern • Intel
二月 2016 - 六月 2017
- Survey internal paper and develop the internal script for Xeon SP testing platform
- FPGA, OpenCL deep learning and machine learning research
- Develop an internal Demo application for deep learning usage with Qt/C++
- Hands-on some internal project management of Xeon customer platform enabling
學歷
2015 - 2017
Nation Taiwan University
Bioelectronic and Bioinformatics
2011 - 2015
National Taiwan University
Clinical Laboratory Science and Medical Biotechnology
資格認證
Professional Machine Learning Engineer
58165262
九月 2024 到期
TOEIC 900
TOEIC
發照日期 二月 2019 · 永久有效
技能
User Experience
- User testing
- Web usability
Product
- Competitor analysis
- Business research
Language
- Chinese
- English
