ResumeCreate your job-winning resume using our free resume builder.
PortfolioShowcase your skills and projects with a professional portfolio.
Cake AIUtilize our Cake AI-powered products to accelerate job search and talent match.
What Cake R U? ProNewUnlock your workplace personality in 3 minutes and discover your unique strengths!ResumeCreate your job-winning resume using our free resume builder.Resume BuilderMake a resume for free.Resume TemplatesAccess our extensive library of professional & ready-to-use templates.Resume ExamplesGet inspired by real resume examples to create your own.Occupation GuideAccess resume writing guides tailored for different professions.Resume HelpGet expert advice on all things resume from our team of recruitment specialists.Cake AI Resume CheckerAnalyzes your resume using Cake AI for detailed feedback.- Success StoriesBusiness ExcellenceAbout CakeFeatured Reads
Cake Talent Search
The Most Lightweight and Effective Recruiting Plan
Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.
- Browse all search results
- Unlimited access to start new conversations
- Resumes accessible for only paid companies
- View users’ email address & phone numbers
張詠翔 (Sean Chang)
Sr. Data Scientist
Sr. Data Scientist at KKLab, KKBOX Group
Taipei, Taiwan
技能
ML Fundamentals
- tree-based models (bagging, boosting)
- NLP-related models (LM, NER, SA, ...)
Programming Languages
- Python
- JavaScript
- Scala
- Go
Frontend
- React
- React Native
Backend & Database
- Express
- Flask & FastAPI
- SQLAlchemy
- MongoDB
- MySQL
DevOps
- Docker
- Kubernetes
- AWS
- Ansible
- Helm
- GitLab CI
Distributed Computing
- Apache Spark
ML Frameworks & MLOps
- Tensorflow
- Scikit-learn
- Spark ML
- mlflow
- spaCy
Data Visualization
- Plotly
- D3.js
- seaborn
- bokeh
Miscellaneous
- Scrapy & Beautiful Soup
工作經歷
Sr. Data Scientist
KKBOX
四月 2020 - Present
Taipei, Taiwan
- adapt Aveva PRiSM to a tier 1 company in Taiwan for anomaly detection on their producing pipelines.
- engage in a venture building project related to NLP and develop its algorithms and models.
- win 1st place in IMBD 2020 which is a competition related to manufacturing.
- maintain and develop KKBOX opinion mining system and sell it to other companies (SAAS).
Data Scientist
KKBOX
九月 2018 - 四月 2020
Taipei, Taiwan
- build public opinion mining system by novel NLP models.
* build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow.
* maintain, design NLP pipelines for opinion mining system.
* build the frontend page which can monitor artist's social volumes by React.
* build restful api by Flask, gunicorn.
* deploy this microservice by docker stack (docker-compose)
- maintain app's event log specification and analyze user actions.
- win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend you new friends by your music preferences.
學歷
2016 - 2018
National Taiwan University
Economics
Thesis: Lyrics- and Audio Features-based Hit Song Prediction
張詠翔 (Sean Chang)
Sr. Data Scientist
Sr. Data Scientist at KKLab, KKBOX Group
Taipei, Taiwan
技能
ML Fundamentals
- tree-based models (bagging, boosting)
- NLP-related models (LM, NER, SA, ...)
Programming Languages
- Python
- JavaScript
- Scala
- Go
Frontend
- React
- React Native
Backend & Database
- Express
- Flask & FastAPI
- SQLAlchemy
- MongoDB
- MySQL
DevOps
- Docker
- Kubernetes
- AWS
- Ansible
- Helm
- GitLab CI
Distributed Computing
- Apache Spark
ML Frameworks & MLOps
- Tensorflow
- Scikit-learn
- Spark ML
- mlflow
- spaCy
Data Visualization
- Plotly
- D3.js
- seaborn
- bokeh
Miscellaneous
- Scrapy & Beautiful Soup
工作經歷
Sr. Data Scientist
KKBOX
四月 2020 - Present
Taipei, Taiwan
- adapt Aveva PRiSM to a tier 1 company in Taiwan for anomaly detection on their producing pipelines.
- engage in a venture building project related to NLP and develop its algorithms and models.
- win 1st place in IMBD 2020 which is a competition related to manufacturing.
- maintain and develop KKBOX opinion mining system and sell it to other companies (SAAS).
Data Scientist
KKBOX
九月 2018 - 四月 2020
Taipei, Taiwan
- build public opinion mining system by novel NLP models.
* build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow.
* maintain, design NLP pipelines for opinion mining system.
* build the frontend page which can monitor artist's social volumes by React.
* build restful api by Flask, gunicorn.
* deploy this microservice by docker stack (docker-compose)
- maintain app's event log specification and analyze user actions.
- win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend you new friends by your music preferences.
學歷
2016 - 2018
National Taiwan University
Economics
Thesis: Lyrics- and Audio Features-based Hit Song Prediction