Hi,I am Mars. I have 2-3 years of experience in data science, include NLP and Recommender System, and Martech knowledge. My Tech Blog: https://marssu.coderbridge.io/
- NLP in augmentation, use HuggingFace and Deep Learning Framework(tensorflow2, pytorch) to pretrain and finetune Bert MaskedLM and compare GPU, TPU Training Performance.
- the analysis and prediction of users’ online and offline behavior, including browsing analysis, churn analysis, etc.In addition, I also used NLP (ex. TF-IDF) and recommendation system (ex. CF, DeepFM) technologies to make applications, including user tags, product and channel recommendations, as marketing aids.
In addition to experience in data science and analysis, I also used the work content involved in back-end development and the design of cloud big data architecture. The tools and technologies I am familiar with are as follows:
- National Taiwan University of Science and Technology - Master’s degree in Information Management.
- National Changhua University of Education - Bachelor’s degree in Information Management.
Work Experience and Title
- Gogolook (whoscall) - Machine Learning Engineer / Data Engineer
- Wavenet - Data Scientist
- adGeek - Advertising Artificial Intelligence Engineer
- AWS Cloud Practitioner
- AWS Solutions Architect - Associate