战同学香港中文大学金融科技硕士

学员背景

  • 本科学校:

    北京交通大学

  • 本科专业:

    信息安全

  • GPA:3.25 | 4分制
  • 标化成绩:IELTS:6.5、GRE:317
  • 背景提升:如何提升背景?
  • 主要经历:
    China Merchants Bank, Information Technology Department Shenzhen, China
    Fintech Intern Aug 2019 – Aug 2019
    • Participated in the iteration of the China Merchants Bank (CMB) Enterprise APP with a focus on the long-tailed customers.
    • Forecasted annual average deposit amounts of the long-tailed customers using time series analysis on CMB historical data.
    • Trained supervised machine learning models on a client manager tagged data to identified high-net-worth potential clients.
    • Recommended precise financial products and loan services to high-net-worth clients on the CMB APP to facilitate sales.
    BlueFocus Communication Group, Big Data Department s Beijing, China
    Data Analysis Intern Jun 2019 – Jul 2019
    • Completed the market research for the e-cigarette brand Myle by crawling sales, product description, products reviews data.
    • Participated in the development of Key-Opinion-Leader (KOL) management system for Lenovo, conducted system tests.
    • Crawled relevant information from the accounts of KOL to improve the information completeness of the KOL system.
    • Constructed the customer accurate portrait using NLP and Python crawler on the data of 6.18 Shopping Festival of JD.com.
    • Facilitated precise marketing for the Vivo smartphones November Shopping Festival based on the customer portrait model.
    • Used NLP algorithms for text mining and sentimental analysis to finish a comparative study and customer reviews analysis.
    Beijing Kuaishou Technology, Strategic Investment Department Beijing, China
    Data Analysis Intern Jun 2019 – Aug 2019
    • Assisted strategists in reviewing past strategies, designing new strategies, and implementation plans for internet business.
    • Cleaned raw data for the department by standardizing, merging, visualizing, and performing analytics using Python.
    • Proposed business optimization recommendations for managements by reading and visualizing the historical data.
    National Administration of State Secrets Protection Beijing, China
    Confidential Technology Intern Jul 2018 – Aug 2018
    • Conducted on-sight visits to government departments and audited the confidential technology in the respective departments.
    RESEARCH PROJECTS
    Smart Detection Security System for Fire Alarm Beijing, China
    Researcher Jan 2019 – Jun 2019
    • Collected pictures about fires from web-crawling, manually labeled these pictures using labelimg, and created the training sets.
    • Pre-processed the images about fires, and selected the optimal image recognition algorithms to improve the accuracy of detection.
    • Implemented YOLOv3 algorithm for real-time fire detection, built a Graphical User Interface, and achieved over 96% accuracy.
    Botnet Tracking System based on Multidimensional Fine-grained Feature Analysis Beijing, China
    Researcher Jan 2018 – Jun 2018
    • Traced the Botnet using python requests, botmaster, and adding special character strings and creating digital watermarks.
    • Enhanced my literature documentation abilities, thesis writing, quick learning skills through intensive English readings.

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