Về Thuy Bùi:
As a dedicated E-commerce student with a strong focus on data analysis. Motivated, communicative and quick-to-learn technology with valuable knowledge in SQL, Python and Power BI. Seeking an opportunity to enhance my knowledge and skills while contributing to company’s data conversions and process improvement.
Kinh nghiệm
Research Assistant
Predicting customer emotion about good quality
Description: Identify the best model and use it to classify reviews and propose rating scores for comments.
Technology: Python, Machine learning, PhoBERT
Responsibilities:
• Data crawling: used Shopee’s API to collect data from Shopee
• Preprocess data: handle missing values, duplicate comments, abbreviations, emojis, and tokenize.
• Exploratory data analysis (EDA): calculate the average number of words in comments, WordCloud frequently mentioned words.
• Perform sentiment analysis using machine learning (Naive Bayes, Logistic Regression, SVM) and deep learning (CNN, Transformer with PhoBERT).
Achievement: Highest accuracy of 96.29 for the review classification and 75.62 for the rating score prediction
Giáo dục
University of Economics and Law Ho Chi Minh, Viet Nam E-commerce Bachelor, Faculty of Information System - GPA: 8.09/10
Các chuyên gia từ cùng ngành Công nghệ / Internet với Thuy Bùi
Các chuyên gia từ các lĩnh vực khác nhau gần Ho Chi Minh City, Hồ Chí Minh
Những người dùng khác được gọi là Thuy
