Anshen Huang

Experienced collaborator skilled in meeting needs, improving processes, and exceeding requirements in team environments. Diligent worker with strong communication and task prioritization skills. Detail-focused data analyst with expertise in data warehousing, process validation, and business needs analysis. Demonstrated ability to understand customer requirements and translate them into actionable project plans. Dedicated and hard-working with a passion for big data.

Data Visualization Project : 

Education Difference Worldwide

• Investigate research questions, collect effective data, and visualize the distribution of exciting variables, using statistical methods and R code to analysis for the research questions
• Performed and constructed presentations and reports using Excel and Tableau for consistent formatting and layouts, resulting in constructive visuals for the audience to understand the relationships in data

Data Analysis Project in Machine Learning: 

US Company Bankruptcy Prediction Model

• Using Python to handle missing values, encode categorical variables, and preprocess the data to make it suitable for machine learning models. Performed Exploratory Data Analysis (EDA) to understand the distribution of data, identify patterns, and gain insights into the relationships between different variables.
• Explored and compared different machine learning algorithms, such as Logistic Regression, Decision Tree, Random Forest, and XBoost, to find the best model for the specific problem of bankruptcy prediction.
• Managed the overall workflow of the project, including data cleaning, modeling, evaluation, and documentation.