Curriculum vitae

M.Sc. in Information System

Pukyong National University (부경대학교), Busan, South Korea

CGPA 4.38/4.5. Conferred Aug 2026. Global Korea Scholarship (GKS)

Thesis: Hybrid Quantum-Classical Neural Networks for Skin Lesion Classification with LLM-Powered Explainability

Supervisor: Prof. Chang-Soo Kim

B.Eng. (S.T.) in Informatics Engineering

Universitas Islam Negeri Sunan Gunung Djati, Bandung, Indonesia

CGPA 3.78/4.00, Cum Laude. Jabar Future Leaders Scholarship (JFLS)

Thesis: Implementation of the Convolutional Neural Network Algorithm in SIBI Sign Language Alphabet Classification

Graduate Researcher

uIT Lab, Pukyong National University, Busan, South Korea

• Conducted research on trustworthy medical AI and quantum machine learning under Prof. Chang-Soo Kim.
• Audited the HAM10000 benchmark for lesion-level data leakage and re-evaluated a hybrid quantum-classical model against a matched classical baseline (IEEE Access, 2026).
• First author of 2 IEEE Access journal articles and 2 conference presentations (1 oral, 1 poster).

Quantum-Classical Hybrid AI for Skin Lesion Classification

• Built a skin lesion classifier combining quantum circuit-based feature extraction with classical deep learning (weighted feature fusion).
• Added an LLM-powered explanation layer that generates human-readable clinical interpretations of each prediction.
• Deployed the system as a web-based diagnostic prototype.
• Published the evaluation and data-leakage audit in IEEE Access (2026); defended as M.Sc thesis (2026).

Stack: PyTorch, PennyLane, Qiskit, Hugging Face Transformers

Papers: Evaluation integrity in hybrid quantum-classical skin lesion classification: A data-leakage audit and lesion-level correction on HAM10000; Stable training of hybrid quantum-classical skin lesion classifiers via offline data augmentation

Published at IEEE Access

Quantum-Based DNA Sequence Alignment with Noise Handling and Error Detection

• Developed a noise-resilient quantum alignment algorithm using 3-qubit error-detection encoding, hardware-calibrated noise modelling, and Zero-Noise Extrapolation.
• Achieved 6/6 correct alignments vs. 1/6 for the baseline (confidence > 0.98), using less than half the qubits of standard QECC.
• Presented at KSII Spring Conference 2025 (Best Paper Award); extended version published in IEEE Access (2025).

Papers: Enhanced quantum-based DNA sequence alignment with noise handling and error detection; Minimizing qubit requirements in scalable quantum models: Leveraging QECC error detection principles

Published at IEEE Access

SIBI Sign Language Classifier (Undergraduate Thesis)

• Developed a CNN-based classifier for Indonesian Sign System (SIBI) alphabet images, reaching 90% accuracy, and deployed it with the Flask framework.
• Published the dataset on Kaggle for community and academic use.

Dataset: SIBI sign language alphabet dataset on Kaggle

Augmented Reality Learning Media for Arabic Language Learning

Unity Developer

• Built AR-based learning media using Unity and C# to support the learning of hijaiyah letters and Arabic object vocabulary, used in classroom and university social-service settings.
• Contributed to application development, documentation, and user guides.

Usage instructions on GitHub

Rust Detector (Google Bangkit Academy Capstone Project)

Cloud Engineer

• Architected cloud infrastructure on Google Cloud Platform and integrated a machine learning model with an Android application via a Flask API server.

Usage instructions on GitHub

SIBI sign language alphabet dataset

Images of the Indonesian Sign System (SIBI) alphabet, published on Kaggle for community and academic use. Built for the undergraduate thesis (2022).

SIBI sign language alphabet dataset on Kaggle

Best Paper Award

2025 KSII Spring Conference

For: Minimizing qubit requirements in scalable quantum models: Leveraging QECC error detection principles

For: Minimizing qubit requirements in scalable quantum models: Leveraging QECC error detection principles

Global Korea Scholarship (GKS)

Government of the Republic of Korea. Full graduate scholarship (M.Sc.)

Jabar Future Leaders Scholarship (JFLS)

West Java Provincial Government, Indonesia. 1 year (B.Eng.)

Chief of Partnership and Programs

Google Developer Student Club, UIN Sunan Gunung Djati

• Led a division coordinating community programs, and built partnerships with student communities and industry organizations nationally and internationally.