Deyi Zhang
Champaign,IL
Work History
Foreign Language and Mathematics Instructor
Mingsi Education
01.2021 - 05.2021
- Developed and presented lectures illustrating advanced linguistic concepts.
- Analyzed student's background information and record for determining student comprehension.
- Helped over 20 students by increasing grades by 15%.
Customer Service and Data Management Assistant
Yuci New Oriental School
07.2020 - 09.2020
- Reinforced company's culture of safety, inclusiveness, and teamwork with regular team meetings.
- Maintained accurate and current customer account data with manual forms processing and digital information updates.
- Managed company's customer database; analyzed and forecasted data trends using Excel.
Education
Bachelor of Science - Information Science + Data Science
05.2024
- Minor in Computer Science
- Dean's List [Spring 2022 to present]
- GPA [3.93/4.00]
Skills
- Python for Programming (Intermediate)
- Python for Data Analysis (Proficient)
- SQL (Intermediate)
- C (Intermediate)
- R (Beginner)
- Vega-Lite (Beginner)
- Java (Beginner)
- Data Visualization
- Excel
- SPSS
- Apache Spark
Related Projects
Machine Project:
1. Restaurants Searching and Suggesting Application (Individual) - Java
- The application is designed to recognize keywords and offer relevant suggestions of restaurants with address and cuisine category based on relevance.
2. Mosaic Project (Individual)
-Python
- Converting numerical pixel data (RGB) of tile image into data frame, and replacing cover image with matched pixel data.
-C++
- Implemented k-d tree algorithm to find best matching RGB and HSL data of tile image and replaced cover image with matched tile images.
Data Analysis Project:
Data Analytics of Body Statistics - Python (Group)
Link to project: https://github.com/victordashuaibi/STAT-CS-IS-207
- Analyzed human body dimension dataset through Descriptive Analytics, Inference, Linear Regression, and Logistic Regression.
- Discovered relationships by constructing single linear regression, multiple linear regression, LASSO regression; exhibited results in simple data visualization.
Data Visualization Project:
1. Visualization of Crime Dataset (Group) - Python
Link to project: https://github.com/SaketNaik99/IS-445_Final_Project
- Demonstrated relationships of crime dataset, between variables of arrestee, year arrested, the crime types and categories, punishment or resolution, in Plotly and Dash.
2. Visualization of Crashed Vehicle Dataset (Individual) - Python
Link to project: https://github.com/victordashuaibi/Deyi-IS445/blob/main/Final_Project_part1.ipynb
- Visualized locations of each crashes by using Folium on an interactive map.
- Visualized relationship between each variables by using Plotly, Matplotlib, Seaborn, and Plotnine.
Timeline
Foreign Language and Mathematics Instructor - Mingsi Education
01.2021 - 05.2021
Customer Service and Data Management Assistant - Yuci New Oriental School
07.2020 - 09.2020
University of Illinois At Urbana-Champaign - Bachelor of Science, Information Science + Data Science
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