Curriculum Vitae
Dinda Faatihah Ramadhani Putri
Freshgraduate in Marine System Information from Universitas Pendidikan Indonesia, focusing on Data Analyst and Data Scientist with several in analyzing and managing a big database & develop algorithms model in machine learning. Able to work together
April 2024
Universitas Pendidikan Indonesia
S1 • Sistem Informasi • IPK 3.88
April 2024 - September 2024
Data Scientist
PT Telekomunikasi Indonesia (Persero) Tbk • Magang
Maret 2022 - Juni 2022
Laboratory Assistant Database System
Universitas Pendidikan Indonesia • Magang
- Teach the database concepts with MySQL and Sybase Power Designer (for designing database).
- Teach the basic database (relational database) with MariaDB in CMD (insert, update, delete), DDL (Data Definition Language), DML (Data Manipulation Language), DCL (Data Control Language)
Juni 2023
Data Analytics
Zenius • No. ZSI-DA-2023-04-152
- Analyze the large volume of dataset Home Credit Risk Scoring above 10000+ records data for preparation to create a visualization data with Exploratory Data Analysis (EDA)
- Implementation with 5 machine learning algorithms suc as Logistic Regression (LR), Random Forest (RF), XG Boost, Decision Tree (DT) and Lasso Tools
- Using the ROC-AUC metrics evaluate to see the performance accuracy for each model algorithms and succeded to product a Decision Tree model with accuracy above 53%
- Evaluate each model to improve the accuracy above 20% with hyperparameter tuning otpimization
- Applied the design and deliver annual report dataset Home Credit Risk Scoring using google studio
Desember 2022
UI/UX Research & Design
PT. Lentera Bangsa Benderang (Binar Academy) • -
- Analyze the problem statement about export issued in Indonesia to find a solution with design thinking
- Identify 4 competitor such as iMace, Ekosis and BisaEkspor for understand SWOT performance
- Research & analyzed user needs by interview 15 persons and brainstorming the ideas with Point of View and How Might We to make a product named ‘Krita Ekspor’
- Created and developed wireframe, prototype and component guide for the product using sketch
- Testing the product for obtained a feedback from users using maze to identify a pain point and evaluate with System Usability Scale (SUS), proceed a good performance over 80% category acceptable