- GPA：3.25 | 4分制
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.
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.