• 👋 Hi I am Nathaniel, a passionate BA/BS/CS learner, who loved computer, data, and acctg
• 👀 I’m a current MS in Business Analytics student
• 🌱 I’m learning data science tech
• 💞️ I want to learn more about coding!
• 📫 Feel free to reach out if you want to collab on anything!

• Preprocessing Financial Data Analytics
  • Python 3.12
  • Data Preprocessing
  • Data Analytics
  • TBD

• Customer Segmentation Analysis
  • Python 3.12
  • Descriptive Analysis
  • Data Modeling Selection, Predictive Modeling (i.e. Random Forest/GradientBoost/LinearRegression)
  • Written Report
  • Presentation Slides
• LA Crime Data Analysis
  • R Studio Markdown
  • Descriptive Analysis / Time Trend Analysis
  • Predictive Model: Logistic Regression / k-NN
  • Written Report
  • Written Presentation Slides
• Loan Status Prediction
  • Julia Jupyter Notebook
  • Descriptive Analysis
  • Predictive Modeling / Accuracy Score Report
  • Written Report
• Cardiovascular Disease Dataset
  • R Studio Markdown
  • Descriptive Analysis
  • Predictive Models
  • Written Report

If you wish to collaborate on a new project, feel free to reach out to me at [[email protected]]

1. Python 3.12 (Feature packages: numpy / scikit-learn and etc.)
2. R Markdown (Feature packages: tidyverse / caret / pROC / ggplot 2 / randomForest and etc.)
3. Julia (Feature packages: ShapeFile / FreqTables / Plots/StatsPlots/Statistics / MLJ-related packages and etc.)
4. MySQL
5. HTML / CSS
6. Xcode

1. R Studio
2. VS Code / Jupyter Notebook / Markdown
3. GitHub
4. Tableau
5. PowerBI
6. Microsoft Offices (expert in Excel math / stat / vis and etc. tools)
7. Actively Learning SAS