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Work History:
Web Scraping
Data Entry
Data Cleaning
Market Research


Marketing Strategy to Maintain Bank Customer Churn

Marketing Strategy to Evaluate Subscription Rate

Professional Experience Portfolio

A person who is passionate about analytical data, expert on marketing and business development. I like to analyze data to get some decision so can reduce cost and maximize profit.

Holds a Bachelor's degree in Industrial Engineering with a focus on business operation of production planning and inventory control, as well as a Master's degree in Management with a focus on marketing strategy. I Recently completed a 3-month Full Stack Data Analytics program from RevoU, further enhancing my expertise in technical skills for business data analysis.

Overall my skill including:
- Statistics: Structural Equation Modeling (SEM), Hypothesis Testing, Customer Segmentation (K-Means and Silhouette) , Regressions (linear and logistic), Time Series Analysis, Cohort Analysis, RFM Analysis.
- Programming languages: Python - Colaboratory (Pandas, NumPy), Imacros, Excel-VBA
-Database: SQL Bigquery, SQL Server.
-Visualization: Tableau, Python (Matplotlib, Seaborn, Plotly), Looker Studio, Photoshop.
-Software: AMOS, Excel, Spreadsheet.

Portfolio Project Data Analyst : bit.ly/yohan_portfolio

Professional Experience Portfolio

Professional Experience Portfolio

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