Job Search Status
2-4 years (2-4 years relevant)
Ready to interview / Employed
Full time / Not interested in working remotely / Data Scientist
Desired work locations
Sr. Data Scientist
KKLab, KKBOX Group
April 2020 ~ Present1 yr2 mos- 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 search engine, 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).
September 2018 ~ April 20201 yr8 mos- 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.
National Taiwan University
2016 ~ 2018
Activities and societies- Summer Intern at Yuanta Securities: Building trading system by reinforcement learning.
Description- Thesis: Lyrics and Audio Features-based Hit Song Prediction
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