Curriculum Vitae
Andi Pratama
I am a detail-oriented data professional with a Master’s degree in Data Science and Business Analytics and 2 years experience in data science and analysis. My expertise includes hands-on experience in data collection, data pre-processing, data integration, clustering, and visualization. During my internship at RevoU x Telkom, I conducted customer segmentation using advanced clustering methods, providing actionable insights for targeted marketing, and developed interactive dashboards and recommendation systems. In a project analyzing Tokopedia’s smartphone sales data, I applied market segmentation techniques and built predictive models for pricing strategies, enabling more effective targeting and pricing decisions. These experiences, alongside technical proficiency in Python, R, SQL, and Tableau, demonstrate my commitment to leveraging data to drive impactful business solutions.
Maret 2024
Asia Pacific University
S2 • Master of Science Data Science • IPK 3.43
Januari 2022
Institut Bisnis Dan Teknologi Pelita Indonesia
S1 • Ilmu Komputer • IPK 3.59
Juli 2024 - September 2024
Data Analyst
RevoU x Telkom • Magang
RevoU in collaboration with Telkom Indonesia to provide intensive research for PADI UMKM (ecommerce for MSMEs)
- Integrated e-commerce data, ensuring quality and consistency for clustering analysis using Python and SQL.
- Conducted segmentation using K-means and Gaussian Mixture clustering, achieving 0.8 silhouette score and insightful customer segments that informed marketing strategies.
- Developed and presented interactive dashboards in Tableau and created recommendation systems using K-Nearest Neighbors item-based and KNN user-based collaborative filtering with similarity up to 80%.
Februari 2017 - Mei 2017
IT Support Engineer
PT Pelabuhan Indonesia (Persero) • Magang
Pelindo is Indonesia’s state-owned enterprises specializing in port and logistics services
- Managed an average of 10 support tickets daily including troubleshooting software issues, network problems, and hardware malfunctions, achieving a 100% resolution rate on the first contact.
- Assisted in implementing cybersecurity measures, contributing to a 30% improvement in network security.
- Identified and resolved a recurrent network bottleneck issue, improving overall network performance by 20%. Utilized analytical skills to diagnose and address the root cause to implement a lasting solution.
Mei 2024
Certificate of Achievement Data Analytics
RevoU • facfsda23
Completed a rigorous 12-week Data Analyst bootcamp, excelling in coursework and hands-on projects. Achieved top 5 best final project in a cohort of 100+ participants by mastering analytical tools and technologies, including SQL (advanced queries, joins, subqueries), Python (Pandas, NumPy, Scikit-learn), Excel (pivot tables, complex formulas), and Tableau (advanced dashboards, storytelling).
Media
Maret 2024
Professional Certificate of Achievement Data Science & Business Analytics
SAS • -
Media
Januari 2024
Professional Certificate of Achievement Data Science & Business Analytics
TIBCO • -