專家介紹
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Service
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Providing programming services, including data engineering, machine learning, software development, and data analysis.
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Experience
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Data Analyst Intern
Shopee
Dec 2023 – Jun 2024 ½ Taipei, Taiwan
– Data Analysis for APP Optimization:
Assisted the product team in optimizing the app by conducting data analysis
using tools such as Python, SQL, and R.
– AI Bot Development:
• Description – Established a product-level SPU database using NLP
methods and generated visual reports.
• Impact – Provided the procurement team with comprehensive lists of
thousands of best-selling products and sellers.
• Techs: NLP, Python, SQL, Data Visualization
– Automation Tool Development:
• Description – Designed an automated data processing workflow to collect
monthly user feedback and analyze it using NLP methods.
• Impact – Reduced the monthly workload of the analysis team by
approximately 50 percent by minimizing the time spent reading user
feedback.
• Techs: NLP, Python, Spark, SQL
– NLP for SPU:
• Description – Established a product-level SPU database using NLP
methods and generated visual reports.
• Impact – Provided the procurement team with comprehensive lists of
thousands of best-selling products and sellers.
• Techs: NLP, Python, SQL, Data Visualization
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AI Intern
EZtable
Jul 2023 – Dec 2023 ½ Taipei, Taiwan
– AI bot Development and Optimization:
Developed and optimized an AI chatbot for the company’s customer service
department to enhance operational efficiency and improve customer
interactions.
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Project
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Road Image Recognition
Green Industry Research Education Fondation
September 2018 – March 2019 ½ Taipei, Taiwan
• Description – Modified and customized the X-anylabeling program to
automate data labeling and storage processes.
• Techs: Python
