Zheyi Bao
Los Angeles,CA
Summary
- AI-Powered Healthcare Chatbot
Overview
5
5
years of professional experience
Work History
Intern
FDC
04.2024 - 07.2024
- Utilized SQL and Python to build the database for the warehouse to keep checking the inventory and monitor sales on different products.
- Implemented time series analysis and visualized TikTok shop data to determine the time to go live and types of purse to sale which resulted in growth of monthly revenue and account follower
Intern
Microsoft (CHINA) Co., Ltd.
11.2020 - 01.2021
- Assisted in analyzing, mining, and modeling based on user behavior and business order data to provide data support for operational and sales decisions
- Visualize the relationship between orders and variables such as time, location, and customer feedback, resulting in significant annual ad expense savings of 190k.
- Use RFM to analyze customer value and perform K-means clustering for customer segmentation based on RFM. Generated annual profit from high-value customers
Intern
Zhejiang CHINT Electrics Co.,Ltd.
06.2019 - 08.2019
- Implemented linear regression and time series models to predict product turnover using pricing, inventory, sales volume data, resulting in reducing annual inventory costs.
- Monitor daily financial situations and evaluate product cost differences. Visualizing the cost differences, quarter revenue and sales to help set price strategies and assists in budgeting and forecasting future expenses and revenues
Education
Master of Science - Applied Data Science
University of Southern California
Los Angeles, CA12.2023
Accounting & Information System Management
University of Delaware
Newark, DE05.2021
Skills
Programming Languages : Python, MySQL, HTML
Frameworks and skills : Google Cloud Platform, Large Language Models (HuggingFace, OpenAI), PySpark, PyTorch, Keras, Scikit-learn, MongoDB, Tableau
Machine Learning : Surprised / Unsupervised Learning, Linear Regression, Logistic Regression, Classification, Clustering, Neural Network, Naïve Bayes, KMeans, SVM, Tree-based model, Random Forest, Time Series Analysis
Timeline
Intern
FDC
04.2024 - 07.2024
Intern
Microsoft (CHINA) Co., Ltd.
11.2020 - 01.2021
Intern
Zhejiang CHINT Electrics Co.,Ltd.
06.2019 - 08.2019
Master of Science - Applied Data Science
University of Southern California
Accounting & Information System Management
University of Delaware
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