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Hi, I'm Brian Marcellino.

Computer Science graduate building AI, automation, and full-stack systems.

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Achievements & Honors

Awards, conference recognitions, and registered HAKI (Indonesian copyright filings).
🏆 Best Paper AwardOctober 9, 2025

ITIS 2025 — IEEE 11th Information Technology International Seminar

Mataram, Indonesia

Awarded for A Comparative Study of Deep Learning Approaches for Apple Leaf Disease Classification — recognized for exceptional quality, originality, and contribution to research.

Cert # 596/UN63.7/TU/2025

Awarded paper: "A Comparative Study of Deep Learning Approaches for Apple Leaf Disease Classification"

Conference PresenterOctober 8–9, 2025

ITIS 2025 — IEEE 11th Information Technology International Seminar

Mataram, Indonesia

Presented two peer-reviewed papers on apple disease classification at IEEE ITIS 2025.

Cert # 615/UN63.7/TU/2025

ICIMTech 2023 Keynotes SessionAugust 24, 2023

Bina Nusantara University — ICIMTech 2023

Malang, Indonesia

Participated in the keynote sessions of the BINUS Joint International Conference 2023.

Cert # 001/SK/ICIMTech 2023 – UBN/I/2023

Registered HAKI · 4

Indonesian copyright filings (Surat Pencatatan Ciptaan), held by Yayasan Bina Nusantara.
HAKI · Program KomputerReg # 001035471

DeCrop

Automatisasi Object Cropping dengan Model YOLOv8

Object cropping automation tool built on top of YOLOv8 for batch image preprocessing pipelines.

First Published
August 21, 2025 · Malang, Indonesia
Filed
November 27, 2025
Holder
Yayasan Bina Nusantara
Creators
Brian Marcellino, Nasywa Hilmi Cahyono, M. Aldiki Febriantono, Mahmud Isnan
Verify on PDKI Indonesia →
HAKI · Program KomputerReg # 001035470

AugmentKit

Batch Image Augmentation dengan Albumentations

Batch image augmentation pipeline built on Albumentations for accelerating dataset preparation in computer vision projects.

First Published
August 21, 2025 · Malang, Indonesia
Filed
November 27, 2025
Holder
Yayasan Bina Nusantara
Creators
Brian Marcellino, Nasywa Hilmi Cahyono, M. Aldiki Febriantono
Verify on PDKI Indonesia →
HAKI · Program KomputerReg # 001035477

Lossion

Lossless Compression PNG dengan DEFLATE

Lossless PNG compression utility implemented with the DEFLATE algorithm, focused on minimizing dataset disk footprint for ML training pipelines.

First Published
August 21, 2025 · Malang, Indonesia
Filed
November 27, 2025
Holder
Yayasan Bina Nusantara
Creators
Brian Marcellino, Nasywa Hilmi Cahyono, M. Aldiki Febriantono
Verify on PDKI Indonesia →
HAKI · Program KomputerReg # 001035472

Transparensify

Automatisasi Background Removal dengan Rembg

Automated background removal tool wrapping Rembg for high-throughput image preprocessing.

First Published
August 21, 2025 · Malang, Indonesia
Filed
November 27, 2025
Holder
Yayasan Bina Nusantara
Creators
Brian Marcellino, Nasywa Hilmi Cahyono, M. Aldiki Febriantono
Verify on PDKI Indonesia →
→ /publications for the full paper list · /certificates for credentials
→ /verify for the public verification index of every credential