莊嘉穎
Data Analyst
Prospective data analyst who strives to pose and answer questions with quantitative-driven insights. Through development of personal projects and a valuable internship,
I have learned the importance of having an iterative, hypothesis-oriented approach to analysis. I am eager to leverage that approach at your company as a data analyst or data engineer
法商家樂福_家福股份有限公司
National Central UniversityTaiwan
Professional Background
Current status
Unemployed
Profession
Python Developer・Data Engineer・Data Analyst
Fields
Investment Management・Artificial Intelligence / Machine Learning・Big Data
Work experience
1-2 years (1-2 years relevant)
Management
-
Skills
PythonSQL DatabaseCommunication Skills
Languages
English・Fluent
Highest level of education
Bachelor
Job search preferences
Desired job type
Full time・Interested in working remotely
Desired positions
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Desired work locations
Taiwan
Freelance
Part-time freelancer
Work Experience
Data Analsyt
August 2022 - October 20223 mos
台灣
概述：我們隊伍「我們的程式碼沒有抄襲」藉由「消費者商品網路模型GNN」結合「推薦系統對消費者影響的研究報告」，協助家樂福在推薦系統這裡的未來發展和落地應用考量 任務場景：家樂福在數位轉型這一塊策劃更深層的數據應用，能夠運用龐大的顧客購買資料來增強精準行銷，以節省成本和拓展其他業務應用 關鍵行動&創造價值： - 建立NCF/Xgboost Model 作為benchmark於3種不同資料量級的資料，獲得F1-score超過 0.1 - 設計電商/量販店推薦系統問券調查、和分析研究報告，調查發現推薦系統影響超過50%消費者購物行為
Data Analyst
October 2020 - November 20211 yr2 mos
台灣新北市, 台灣
Data Analyst Intern October 2020 - November 2021 / Taiwan, New Taipei City - Collaborated with 5 colleges from the operation and marketing team to figure out the needs of indicators and make the plan for the ETL pipeline of digital Ads data and the data dashboard building - Received, cleaned, and prepped data (10K records per month) from Ads platforms API using Python, and SQL Server to help the marketing and operation team have automated real-time supervision - Built extensible and maintainable data dashboard for supervising digital Ads KPIs and manual reporting led to reducing 90% of the processing time
Education
National Central University
Bachelor’s Degree・Mechanical Engineering
2016 - 2021・ 3.4/4 GPA
Activities and societies
President, University Residence Hall, National Central University / September 2019 – Present ◼ Support the school to hold seminars with a variety of issues for residents President, International Issue English Study Group / September 2018 – Present ◼ Instruct the members to cultivate the critical thinking toward international issues Volunteer, Kind Kids Group, National Central University / September 2017 – Present ◼ Facilitate the students in orphanage tackling academic problemsDescription
Python OpenCV Project / March 2020 – June 2020 ◼ Used OpenCV and Webcam to design a recognition system of vehicle license plates ◼ Applied basic techniques of data science and data visualization by NumPy and Matplotlib ◼ Arranged to apply the machine vision modules (OpenMV) to develop advanced project
Temple University
Non-Degree Program (e.g. Coursera certificate)・Business
2020 - 2020・ 3.4/4 GPA
Description
Business Plan Project Philadelphia, PA January 2020 – February 2020 ◼ Utilized SWOT Analysis to assess the project and develop the trip-arranging application, a combination of existing applications, such as Yelp, Uber, and Airbnb. Helped customers organize and adjust their trip to create a favorable experience ◼ Supported the group to prepare the business proposal and the presentation
Licenses & Certifications
IBT TOEFL - 84
ETS
Expires August 2021
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