S1 Informatika at Telkom University, GPA 4.00 / 4.00, graduating 2027. Two journal papers and four conference papers across medical imaging, industrial computer vision, and multimodal learning.
Currently building Telplastina WBBS, a bone scintigraphy diagnostic application, and a multi-task chest X-ray platform.
In the last year I pushed 515 commits and opened 32 pull requests across 8 public repositories.
| Project | Result | Status |
|---|---|---|
| Bone metastasis diagnosis Hotspot detection, nnU-Net v2 segmentation, radiomics classification |
Patient-level AUC 0.956, above EXINI (0.83 to 0.88) and BONENAVI (0.84 to 0.89) | Completed |
| Bird sound identification MixIT source separation with fine-tuned BirdNET, 219 species |
Macro F1 0.554 on the full test set. Macro F1 44.1% above baseline on the endemic and endangered subset | Completed |
| Driver fatigue detection Facial landmark sequence model on mining fleet dashcams |
Test accuracy 0.85, 11% F1 above the company baseline | Completed |
| Multimodal deepfake detection VideoMAE and Whisper encoders, modality-aware mixture of experts, domain-adversarial training |
Intra-dataset F1 0.94, cross-dataset F1 0.60 across 223,445 segments | Completed |
| Telplastina WBBS Bone scintigraphy diagnostic application, Vue 3 frontend with a Rust inference backend |
Segmentation, hotspot detection, and BSI quantification in one deployable clinical tool | In Progress |
| Retogen Article management platform with JWT auth and nested comments |
185 automated tests | Completed |
| Title | Venue | Year | Artifacts |
|---|---|---|---|
| From Segmentation to Biomarker Quantification | Knowledge-Based Systems | 2026 | Code, Data |
| Deep Learning-based Segmentation of Whole-body Bone Scan Images Using nnU-Netv2 | International Journal of Intelligent Engineering and Systems | 2026 | Code, Data |
| Provider-Aware Contrastive Learning for Accommodation Quality Embeddings in Multi-Provider B2B Travel Platforms | ICoICT | 2026 | Code |
| Gated Mixture-of-Experts Fusion for Multimodal Deepfake Detection Under Mixed Manipulation Scenarios | ICoDSA | 2026 | Code |
| PACT: Compliance Reporting in PPE Detection Based on Pose-Anchored Body Region Assignment | ICERA | 2026 | Code |
| Deep Learning for Bird Identification Using Sound | ICITACEE | 2025 |
Models nnU-Net v2, BiomedCLIP, VideoMAE, Whisper, BirdNET, DenseNet121, XGBoost, LightGBM
Tooling MediaPipe, librosa, Conda, Git, LaTeX
Awards, teaching, service, certifications
Awards
| Award | Event | Year |
|---|---|---|
| 1st place | Travlr Data Challenge | 2026 |
| Best Paper, team leader | ADIKARA, School of Computing, Telkom University | 2024 |
| Team leader | Samsung Solve for Tomorrow, national competition | 2025 |
Teaching
| Role | Course | Period |
|---|---|---|
| Assistant Lecturer | Programming and Algorithms II | February 2025 to June 2025 |
| Assistant Lecturer | Calculus I | September 2024 to January 2025 |
| Study Group Coordinator | AI Lab, Telkom University | June 2025 to February 2026 |
Service
| Role | Organization | Period |
|---|---|---|
| Paper Reviewer and Room Coordinator | ICoICT 2024 | 2024 |
| Staff, Research and Development | IEEE Student Branch, Telkom University | January 2025 to January 2026 |
Certifications
| Certification | Issuer | Date |
|---|---|---|
| Azure AI Fundamentals | Microsoft | March 2026 |
| Python Lanjutan Gold | Skilvul | July 2024 |