All Projects

Various projects that I have worked on

Showing 1 to 10 of 17 projects

Page 1 of 2

Web Apps & DeploymentsApr 2026

Horizon Vision

Deployment interface builder

  • Deployment web app for model that have been rain with NH-LoRA architecture.
DockerNH-LoRANext.jsHF Space
Computer VisionApr 2026

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

Research method designer

  • Future-Aware Structural Expansion of Low-Rank Adapters for Rehearsal-Free Class-Incremental Learning.
PytorchNeuromorphicCILViTArchitecture Experiment
Computer VisionApr 2026

RNN Architecture Model with Patch-wise Processing for Image Classification

Model architecture experimenter

  • Perform image classification on the MedMNIST dataset using a sequential architecture model.
Sequential ModelRNNsPatch-wiseImage Classification
NLPApr 2026

Fine-tuned BERTweet with Supervised Costrastive Loss for Tweet Emotion Classification

NLP model fine-tuning researcher

  • Fine-tuned transformer with metric learning: BERTweet + Supervised Contrastive Loss.
BERTText ClassificationSupervised Contrastive LossTransformers
Computer VisionApr 2026

CIFAKE Classification with Patch-wise LSTM

Computer vision experimenter

  • Explores a binary image classification task: distinguishing REAL images from AI-generated synthetic images using the CIFAKE dataset.
LSTMPatch-wiseCIFAKEImage Classification
AudioMar 2026

HuBERT Fine-Tuning for Audio Deepfake Classification

Audio model fine-tuning researcher

  • An audio forensics pipeline that fine-tunes HuBERT to separate real speech from synthetic deepfake samples.
HuBERTAudioClassificationDeepfake Detection
Tools & FrameworksJan 2026

Frameko

Tooling developer

  • A frame extraction utility that turns video sources into image datasets for model experiments.
PythonVideo ProcessingDataset Tooling
NLPDec 2025

Cross-Lingual X-LoRA for English-Indonesian Adaptation

Model adaptation researcher

  • A bilingual adapter-routing experiment that applies X-LoRA to English-Indonesian transfer with Qwen2.5-0.5B.
LLMsPEFTX-LoRACross-Lingual
Web Apps & DeploymentsDec 2025

Waguri AI

Full-stack AI demo builder

  • A bilingual chatbot interface built to present a cross-lingual LoRA system in a clean and usable way.
Next.jsTypeScriptTailwind CSSFastAPIAI Deployment
NLPDec 2025

Optimization Analysis for LoRA-Soups Weighting

Optimization experimenter

  • A computational intelligence study comparing optimization strategies for merged LoRA weighting.
LoRAOptimizationMergeBLEUROUGE