2ND PLACE+1000 PTS
Data Mining Competition UNITY#14
YOGYAKARTA STATE UNIVERSITY • 2026
Developed a Siamese self-supervised learning model for post-disaster damage segmentation, achieving a 6% average improvement over the xBD paper baseline.
Wednesday, 09 September 2026
Hi! My Name is Ryu
Machine Learning Engineer
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Player file // Dossier
About Me
NameBenedictus Ryu Gunawan
MajorArtificial Intelligence Engineering
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Skill loadout
Data Science & Machine Learning
PythonPyTorchScikit-learnOpenCVYOLOLoRA / LoRA+BitsAndBytesHugging Face
Software Engineering
Golang-GinPython FastAPIGORMPostgreSQLGithub ActionsDockerTypeScriptNext.js
Algorithm & Mathematics
Data StructuresLinear AlgebraStatisticsOptimizationProbabilityCalculusComputational IntelligenceDiscrete MathemeaticsAlgorithm Design & Analysis
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3RD PLACE+750 PTS
Hackathon DINACOM 11.0
DIAN NUSWANTORO UNIVERSITY • 2026
Built a ResNet-based road damage classifier with 97% accuracy and a Graph Neural Network to prioritize road maintenance.
3RD PLACE+600 PTS
Gunadarma Code Week 2.0
GUNADARMA UNIVERSITY • 2026
Integrated a low-latency Retrieval-Augmented Generation pipeline into a mobile application for customer-worker peer-to-peer support.
FINALIST+400 PTS
Big Data Challenge Statistic Explore
UNIVERSITAS SYIAH KUALA • 2025
Ranked third in the qualifier stage with a 0.421838 private Macro-F1 score by addressing severe missing data and class imbalance.
BEST PROJECT+300 PTS
KCVanguard Implementation Project
INTELLIGENT COMPUTING AND VISION LABORATORY • 2026
Received the Best Implementation Project recognition for Garden Bunga, an efficient Indonesian speech synthesis system using multilingual knowledge transfer.
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STAGE 01 • SPEECH AISCORE: Best Implementation
GARDEN BUNGA
An efficient hybrid sequence modeling system for Indonesian speech synthesis using multilingual knowledge transfer.
Year / Client2025 • Laboratory of Intelligent Computing and Vision
View caseSTAGE 02 • COMPUTER VISIONSCORE: Third Place
SiLaju - Sistem Pelaporan Jalan Umum
A ResNet-based road damage classification system combined with a Graph Neural Network to prioritize efficient road maintenance.
Year / Client2026 • DINACOM 11.0
View caseSTAGE 03 • DISASTER AISCORE: Second Place
POST-DISASTER SEGMENTATION
A Siamese self-supervised learning model for segmenting damaged areas after disasters, evaluated against the xBD paper baseline.
Year / Client2026 • Unity #14
View caseSTAGE 04 • GENERATIVE AISCORE: Third Place
SiTukang - Sistem Pemesanan Tukang
A low-latency Retrieval-Augmented Generation pipeline integrated into a mobile application to support customer-worker peer-to-peer interactions.
Year / Client2026 • GUNADARMA CODE WEEK 2.0
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