Open to research collaborations

I work on deep learning, mostly on what happens inside the model.

Representation learning, cross-modal generative systems, and neural signal decoding. Most of my projects start as a question about why something worked, and end up longer than planned.

More about me

Current focus

Neuro-robotics
Representation Learning
Generative Modeling
Computational Neuroscience
Signal Decoding

Selected work

Apr 2026

NH-LoRA: Future-Aware Structural Expansion of Low-Rank Adapters for Rehearsal-Free Class-Incremental Learning

A future-aware continual learning method that treats LoRA capacity as a structural decision, not a fixed adapter budget.

PyTorchNeuromorphicCILViTArchitecture Experiment

Dec 2025

[ID] Implementasi Arsitektur Mixture of Low-Rank Adapter Experts (X-LoRA) dalam Adaptasi Cross-Lingual Inggris-Indonesia dengan Qwen2.5-0.5B

Membangun Model Bilingual (EN-ID) menggunakan Arsitektur X-LoRA dengan Base Model Qwen2.5-0.5B-Instruct

LLMsPEFTX-LoRACross-Lingual

Latest writing

Latest Project

DIFFIK-PANDAAIAug 2026 Physis: Triase Radiograf Fraktur Anak dengan Representasi Prediktif Terkondisi UsiaAIAug 2026 Multi-Entity Biomedical NER with Distant SupervisionAIJun 2026 Frequency-Decomposed Complex-State SSM Encoder for EEG Visual Decoding with Frozen Diffusion EvaluationAIJun 2026 LaporPak!Web appsJun 2026

Tech stack

Languages

Deep learning & ML

Data & experiments

Web & UI

Backend & infra

Databases

Platforms & tooling

Say hello

If any of this overlaps with what you're working on, I'd like to hear about it. Collaborations, questions, or a paper I should read.

Get in touch