Work Experience

Taiwan Mobile (台灣大哥大)

Taipei Fubon Bank (台北富邦銀行)

• Assisted companies built recommender systems, data ETL pipelines, predictive models, and Tableau dashboards.

• Used TensorFlow recommender to build recommender systems for deepening cross-cooperation in Fubon Group between MOMO and Fubon Bank.

• Built the model to predict the best marketing time for each customer. It helped the response rate of the company increase by 30%.

Yung Ching Realty INC. (永慶房產集團)

• Assisted the company to automatically push positive housing market news to customers by 永慶快搜 APP and increased page views by 1200 per day on average.

• Built the image classifier using OpenCV, the package for computer vision, improving document review efficiency to decrease nearly 90% of manual tasks.

• Analyzed online user behavior and created a data processing pipeline to produce reports automatically.