project
Next-Generation Smart and Autonomous Buildings: Building Operations through Blockchain-based Governance and AI Integration
Develop and evaluate the usability of the natural language interfaces, Large Language Models (LLM)-based conversational agents, and distributed ledger technologies integrated system to facilitate human-building interaction and decentralized coordination within facilities management
Diversity, Equity, and Inclusion in Construction Education and Industry
Investigation of Gender and Racial Diversity in U.S. Construction Higher Education
Decentralized autonomous organizations in Built Environments and AECO Industry: Applications, Potentials and Limitations
Literature review on DAOs and its potential and applications in AECO industry
Construction Safety Incentive Mechanism using Blockchain-Enabled Tokens and Vision-Based Techniques
Incentive mechanism for construction site safety
Code implementation for the computer vison module of the project using YOLOv5
The 1st International Project Competition for Structural Health Monitoring (IPC-SHM, 2020)
Deep Learning-Based Fatigue Cracks Detection in Bridge Girders using Feature Pyramid Networks
A Continual Learning-Based CNN Framework for Damage Recognition
Developed a novel training framework for Deep Learning model for recognition task , specifically designed for model which required multiple recognition tasks feature with less expensive and more efficient training . Utilize ResNet-34 as the model architecture and trained with the Learning Without Forgetting technique.
Image-Based Structural Damage Recognition using DCNN
Utilizing Transfer learning by using pretrain ResNet-34 architecture with local dataset for cracks detection. Embedded the CNN model into UAVs using Flask for real-times crack detections for future crack inspection uses.
ASCE Mid-Pac 2019 Conference Transportations Challenge
Apply methods of intersection design, geometric design, pavement design , surveying and Drafting technique in planning and designing the Alignment design, Sight Triangle , Street cross sections , profile design and bus stop design while maintaining the reasonable cost for a proposal for renovation of the Santa Clara Street in San Jose.
AISC Student Steel Bridge Competition 2020
Design a steel bridge for the Missouri River in The Katy Trail State Park, Missouri before building and fabricating a 1:10 scale model of the proposed bridge model to the competition committee.
Microsoft Hackathon: Window App Studio Challenge
Design a mobile and window application using Microsoft Visual Studio with the theme of Tourism in Cambodia.Implemented Java codes alongside Visual Studio feature for the app backend and implement the UI design using Photoshop and Illustrator