CV

Education

• Graduate of Computer Science, Universitas Indonesia, Sep 2020 - July 2022
• Undergraduate of Informatics Engineering, Universitas Brawijaya, Aug 2016 - Feb 2020

Work Experience

• AI Engineer - PT. Prima Data Semesta (PLN Icon Plus onsite), March 2024 - Present
  • Create a deep learning model
• Data Engineer - PT. Sharing Vision (BRI onsite), March 2023 - March 2024
  • Create/Enhancement ETL and Report using SSIS and SSRS
• Data Engineer - Legal Analytics, Telkom Indonesia, Sep 2022 - Jan 2023
  • Crawling Indonesian news from various sites.
  • Letter extraction, ID card extraction, and TOR extraction.
  • Crawling Instagram.
• Assitant of Advance Machine Learning – Fasilkom, Universitas Indonesia, Feb 2021 - June 2022
  • Assistant of Advance Machine Learning. Teaching students to understand basic Python and Deep Learning using library TensorFlow.
• Big Data and Analytic DEVT DIT Intership – PT. Telekomunikasi Indonesia June 2019 – Sep 2019
  • Create Customer Segmentation by customer behavior from IndiHome customer at Cirebon City using K-Means.
  • Parsing data from Database status to excel files using Python programming language.
• Mentor of Web Programming – Filkom, Universitas Brawijaya Feb 2019 - May 2019
  • Mentor of web programming. Teaching students to understand PHP, HTML, and JavaScript Programming language.

Publications

Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution

Robustness of Probabilistic U-Net for Automated Segmentation of White Matter Hyperintensities in Different Datasets of Brain MRI

Talks

On the Robustness of Deep Learning Models for Brain MRI Segmentation

May 27, 2022

Webinar at AI Talk Series, Depok, Indonesia (online)

Other Experience

• Eksekutif Mahasiswa Informatika – Filkom, Universitas Brawijaya Feb 2019 - March 2020
  • An organization that help to accommodate Computer Science’s Student needed either on academic and non-academic sector.
  • Member of Manajemen Sumber Daya Program Kerja, handled 5 program kerja from Eksekutif Mahasiswa Informatika.
• House of Technology 2.0 – Filkom, Universitas Brawijaya March 2019 – Nov 2019
  • Become Steering Committee for one competition. House of Technology is an IT competition event held by Faculty of Computer Science.
• Eksekutif Mahasiswa Informatika – Filkom, Universitas Brawijaya Feb 2018- Feb 2019
  • Member of Departemen Pengembangan Ilmu dan Profesi that focuses on help Computer Science’s Student on academic sector.
  • Handled one competition in House of Technology 1.0.

Project

• Automatic Segmentation of White Matter Hyperintensities using Probabilistic MCTrans.
• Tree Detection from Aerial Image using Dilated Residual U-Net.
• Clustering Indonesian News Document using Seed-guided Deep Document Clustering.
• Automatic Segmentation of White Matter Hyperintensities using Attention U-Net++.
• Topic Extraction from newsletter with CLARA algorithm.
• Create Customer Segmentation from IndiHome customer with KMeans algorithm.
• Develop a web base ticket marketplace using CI framework.

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