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Abyan farhanAF
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Abyan farhan

@abyanfarhan

Computer Vision researcher at Universitas Indonesia predicting potential fishing zones with Vision Transformers and satellite imagery.

Indonesia
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At Universitas Indonesia, my master's thesis focuses on predicting potential fishing zones using Vision Transformers, satellite imagery, and fisher catch data.

I research Computer Vision, Deep Learning, and Geospatial AI, and have developed and evaluated AI models using Python and PyTorch. My publications include research on diseased salmon detection and spatial-temporal modeling for potential fishing zone prediction.

At PT Bank Rakyat Indonesia (Persero) Tbk, I developed an internal staff website and supported workflow digitization. I also contributed to frontend development and login functionality for an AI-based vacation recommendation application.

Experience

Work history, roles, and key accomplishments

PP

Mobile Developer Intern

PT Presentologics

Feb 2022 - Jul 2022 (5 months)

Coordinated project tasks, supported reporting and milestone updates, and contributed to software-design discussions.

Education

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Universitas Indonesia logoUI

Universitas Indonesia

Master of Computer Science, Computer Science

2024 -

Grade: 3.32/4.00

Completed all study requirements for the Master of Computer Science, awaiting graduation. Thesis on potential fishing zone prediction using Vision Transformer, satellite imagery, and fisher catch data.

Institut Teknologi Sepuluh Nopember logoIN

Institut Teknologi Sepuluh Nopember

Bachelor of Computer Engineering, Computer Engineering

2018 - 2023

Grade: 3.16/4.00

Bachelor of Computer Engineering from Institut Teknologi Sepuluh Nopember (ITS) from 2018 to 2023.

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