Education
Brawijaya University
Bachelor of Mathematics
(Focuses on Data Science, Statistics and Risk Theory)
2021 - 2025
Skills
Programming & Data Processing
Python
R
SQL
Excel
MATLAB
HTML
Data Visualization & Reporting
Power BI
Looker Studio
Streamlit
Experience
Intern Data Scientist — Id/x Partner (Jan 2025 - Feb 2025)
- Conducted business understanding, EDA, and data preparation on a dataset with 466,285 rows and 75 columns.
- Built Logistic Regression and Random Forest models for credit risk prediction, achieving 90%+ accuracy.
- Presented an end-to-end machine learning solution for credit risk analysis.
Intern Market Researcher — Artiknesia (Jul 2024 - Oct 2024)
- Performed literature reviews, interviews, and surveys with 50+ respondents to understand user needs and challenges in the art market.
- Conducted data-driven consumer segmentation and competitor analysis via website scraping (Shopee, Tokopedia).
- Created strategies and solutions to address market problems and leverage competitive advantages.
- Awarded Marketing Division Member of the Month (August & September 2024).
Intern Data Collection & Analysis — BKAD Lampung Barat (Jan 2024 - Feb 2024)
- Collected financial and asset data from various work units.
- Performed data validation and cleaning of financial records from approximately 10 work units per day, including verification of documentation completeness.
- Created financial data visualizations using Excel and Power BI to enhance readability and support reporting processes.
Projects
Credit Risk Prediction
End-to-end credit risk prediction using Logistic Regression and Random Forest.
Shopping Trend Analysis
Interactive Streamlit dashboard for shopping data analysis and visualization.
Regional Income Forecasting
Forecasting the Regional Original Revenue of Malang City using a hybrid Grey–Markov (1,1) model.
User Behavior Analysis
SQL-based user and transaction analysis with interactive Looker Studio dashboard.
Customer Segmentation
Customer segmentation using unsupervised and supervised machine learning techniques.
Certificates & Course
Intermediate
Data Science
Digitalent Komdigi, 2025
SQL (Intermediate)
HackerRank, 2025
AI Beginner
Digitalent Komdigi, 2025
Microsoft Office
Desktop Application
Trust Training Partners, 2025
Belajar Machine Learning
Untuk Pemula
Dicoding, 2025
Intro to Data Analytics
RevoU, 2025
Belajar Dasar
Data Science
Dicoding, 2024
Machine Learning
Specialization
Stanford Online, 2024
Belajar Analisis Data
dengan Python
Dicoding, 2024
Belajar Dasar
Visualisasi Data
Dicoding, 2024
Belajar Dasar AI
Dicoding, 2024
Data Analysis
with R Programming
Google, 2024
Belajar Dasar SQL
Dicoding, 2024
Memulai Pemrograman
dengan Python
Dicoding, 2024
