Projects

A collection of my research projects and software development work in scientific computing, machine learning, and data visualization.Last updated: 2025-05-17 by linhduongtuan

Tuberculosis Chest X-ray Classifier
Medical AI

Tuberculosis Chest X-ray Classifier

January 2023 - March 2024

Classification for chest X-ray images of tuberculosis using PyTorch, Timm, and modified EfficientNet family.

Technologies

PythonPyTorchTimmOpenCVNumPyMatplotlibJupyter
COVID-19 X-ray Classifier
Medical AI

COVID-19 X-ray Classifier

March 2022 - June 2023

Demo diagnosis tools for COVID-19 Chest X-ray detection using deep neural networks and transfer learning.

Technologies

PythonTensorFlowKerasOpenCVFlaskHTML/CSSJavaScript
BLOOM-LoRA: Medical LLM Fine-tuning
Natural Language Processing

BLOOM-LoRA: Medical LLM Fine-tuning

April 2023 - August 2023

Parameter-efficient fine-tuning of BLOOM models using LoRA for medical dialogue and applications.

Technologies

PythonPyTorchTransformersLoRAHugging FaceAccelerateWandb
GraphECGNet: Graph Neural Networks for ECG Classification
Biomedical Signal Processing

GraphECGNet: Graph Neural Networks for ECG Classification

September 2022 - May 2023

Fusion of edge detection and graph neural networks for classifying electrocardiogram signals.

Technologies

PythonPyTorchPyTorch GeometricNetworkXSciPyMatplotlibSeaborn
DoctorWithBloom: Medical Chatbot
Medical AI

DoctorWithBloom: Medical Chatbot

June 2023 - October 2023

Fine-tuned Bloomz-7b1-mt model using LoRA with the ChatDoctor-200k dataset for medical consultations.

Technologies

PythonPyTorchTransformersLoRAGradioHugging FaceFastAPI
BKHN-Thesis Template (Typst)
Academic Tools

BKHN-Thesis Template (Typst)

November 2023 - February 2024

LaTeX to Typst conversion of thesis template for Hanoi University of Science and Technology.

Technologies

TypstLaTeXBibliography ManagementVietnamese TypographyPDF Generation