I'm dedicated to solving real world problems(NLP/Anomaly Detection/Graph) by machine learning!
- Data Science: With 5+ years of data science experience (NLP/Graph/ML) specializing in the development of scalable and efficient end-to-end ML pipelines in multiple sectors(banking/insurance/financial holding/securities/e-commerence).
- Data Engineering: Sever administrator & ETL main engineer, invent transcode system between SAP HANA and SAS.
- Professional Certification: Fellow, Life Management Institute, LOMA / Associate, Customer Service, LOMA.
- Lecture speaker of How can data science be used in Insurtech? @Tung-Hai University / AI Competition Solutions sharing @Cloud Innovation School.
- Author of 【Shopee Code League】2020蝦皮數據競賽系列賽參賽心得&亞太區15th做法分享 to apply strategic ml methods(NLP/CV) in e-commerce industry.
《Shopee Code League 2021(open category)》
- Top 30 teams of over 15000 participants.
《I'm the Best Coder! Challenge 2020(open category)》
- 5th in User Spending Prediction.
《2020 Shopee Code League- series of Kaggle competition in Asia-Pacific(open category)》
- 15th in Sentiment Analysis(NLP task).
- 23th in Product Title Translation(NLP task, BLEU score: 40.5).
- 23th in Marketing Analytics(Recommendation forecasting task).
- 47th in Order Brushing(accuracy:0.9779).
- 67th, score 0.81 accuracy in Product Detection(Computer Vision task).
《2019 autumn E.Sun Bank AI open competition- credit card fraud detection》
- 2nd of final selected 20 teams in business solutions competition.
- Led team of 5 to achieve top 1%(15/1366) in F1 score predict competition.
