August 2024 - Present

Data Analyst at Paper.id

- Pioneered data analyst role in Financial Service BU, creating master data mart tables and supervising one intern - Reduced credit card reconciliation discrepancies from ~50% to near 0% using SSOT tables in BigQuery SQL with automated reporting - Automated critical financial processes including accrued interest tracking, limit increase requests, and disbursement tracking using BigQuery, DBT, and Apache Airflow - Decreased operational reporting time by 70-80% across multiple teams through automated dashboard development - Conducted regular performance analysis of customer journeys and retention metrics to provide actionable insights for product and business teams

February 2024 - July 2024

Data Analyst Internship at Paper.id

- Managed weekly analytical tasks and ML projects with consistent on-time delivery - Applied advanced SQL for user behavior analysis and KYC metrics visualization - Developed predictive models with 83% accuracy using logistic regression and gradient boosting - Created comprehensive dashboards for data-driven decision making - Analyzed financial metrics to improve program sustainability - Built cash conversion cycle prediction engine using gradient boosting (14.57% R-Squared) - Collaborated with Data Engineering to resolve data integrity issues - Conducted item scoring analysis using k-means clustering for AI strategy optimization

October 2023 - February 2024

Sentiment Analyst at Ivosights

- Responsible for overseeing 20 projects related to political candidates, politicians, and political topics, ensuring effective execution and timely delivery. - Generate 5 insightful analyses for each project, facilitating further examination by data analysts and contributing to strategic decision-making. - Conduct data cleaning and sentiment analysis on 50,000 - 500,000 daily data streams from various social media channels using ripple10. - Perform daily research on 20 popular issues related to presidential and vice-presidential candidates across various social media channels.

September 2023

Project-Based Virtual Internship: Data Scientist Kalbe Nutritionals x Rakamin Academy

- Completed four week assignments on the basic principles of business understanding, statistics and data analytics , SQL Querying, data visualization, and machine learning - Completed final tasks and Implemented Random Forest Classifier model to determine the loan credit risk in a lending company and achieved good performance with 82% accuracy in AUC score

August 2022 - December 2022

Data Analytics Internship at Ivosights

- Cleaned 500+ daily social media ( LinkedIn, Instagram, Twitter, Youtube) data streams on the Kemnaker project using Microsoft Excel before submitting it to the supervisor for further analysis - Visualized and reported weekly and bi weekly data analysis findin gs to the supervisor - Analyzed the sentiment of 5000+ social media data streams ( LinkedIn, Instagram, Twitter, Youtube) on the Allo Bank project using Google Spreadsheet for further analysis - Input and analyzed 20+ market data streams throughout Indonesia to assist in further analysis

June 2022

Data Scientist Internship IDX Partners x Rakamin Academy

- Completed four week assignments on the basic principles of business understanding, statistics and data analytics , SQL Querying, data visualization, and machine learning - Completed final tasks and Implemented Random Forest Classifier model to determine the loan credit risk in a lending company and achieved good performance with 82% accuracy in AUC score