This project is provided by Rakamin Academy's Virtual Internship Experience program.- Consistently finished various tasks and acquired knowledge about the implementation of machine learning on data.- Developed a predictive model that uses machine learning techniques to predict potential payment difficulties among loan applicants.- Conducted a exploratory analysis and statistics, data visualization, data cleaning, data processing, and data modeling including narrowing down… Show more This project is provided by Rakamin Academy's Virtual Internship Experience program.- Consistently finished various tasks and acquired knowledge about the implementation of machine learning on data.- Developed a predictive model that uses machine learning techniques to predict potential payment difficulties among loan applicants.- Conducted a exploratory analysis and statistics, data visualization, data cleaning, data processing, and data modeling including narrowing down variables/columns from an initial sets of more than 50 variables/columns. Show less

This project is provided by Rakamin Academy's Virtual Internship Experience program.- Consistently finished various tasks and acquired knowledge of big data concepts such as data warehouse, data lake, and data visualization.- Created database tables and performed aggregation to build a data mart using Google BigQuery (SQL).- Developed a performance analytics dashboard using Looker Data Studio.- Presented the results of the work analysis dashboard through video.

- Assisted in assembling 2-3 HabibiGrow and HabibiDose per week- Performed quality checks on HabibiGrow and HabibiDose - Assisted in recording plant development in plantation partners- Performed soil checks on soil samples obtained from partner farms using the rapid soil check (RSC) tool every week.- Writing intern reports and presented to lecturers and mentors in the office.

- Managed website of Warta Kema, a student-run magazine, using Wordpress.- Worked with the editorial department to schedule and publish when news should be uploaded.