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.
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Data Analyst InternRevou X Telkom Indonesia Jul 2024 - Sep 2024RevoU 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%. -
It Support Engineer InternPelindo 1 Feb 2017 - May 2017Pekanbaru, Riau, IndonesiaPelindo 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.
Andi Pratama Education Details
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Data Science And Business Analytics
Frequently Asked Questions about Andi Pratama
What is Andi Pratama's role at the current company?
Andi Pratama's current role is Ex IT Support Intern at Pelindo | Master of Data Science and Business Analytics from Asia Pacific University.
What schools did Andi Pratama attend?
Andi Pratama attended Asia Pacific University Of Technology And Innovation (Apu / Apiit), De Montfort University, Institut Bisnis Dan Teknologi Pelita Indonesia, Revou.
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