Featured Projects

Update-induced Impact Estimation and Recovery Recommendation System - CREST (3/2023 - 10/2023)

Responsibilities:

Work with Dr. Victor Prokhorenko from CREST to refine the requirements for the project
Engage in bi-weekly meetings with 3 undergrad students to provide academic supervision and keep track of the project progress

This project won the "Innovative Software Engineering Award" at Ingenuity 2023. If this project interests you, please contact me for more info.

Responsibilities:

Work with SA Health to refine the requirements for the project
Engage in bi-weekly meetings with 3 undergrad students to provide academic supervision and keep track of the project progress

This project won the "Innovative Software Engineering Award" at Ingenuity 2022. If this project interests you, please contact me for more info.

INGENUITY.mp4

Responsibilities:

Propose the overall idea of the project
Provide the requirements for the project
Engage in bi-weekly meetings with 3 undergrad students to provide technical supervision and keep track of the project progress

Responsibilities:

Examined different methods to extract the features from the structure data of the molecules and materials
Built advanced data mining and machine learning models to analyze the structure data based on the extracted features
Developed machine learning models to determine the complex properties of various chemical and material systems

Results

Had 2 abstracts accepted at Asian Consortium on Computational Materials Science 2018
Presented poster titled "A reaction-based ensemble machine learning method to determine the heat of formation for chemical systems"
Presented poster titled "A reaction-based similarity refinement approach to estimate the heat of formation for chemical systems"

Responsibilities:

Implemented the input files data parsing and Hindered Rotor parameter detection for a given species
Coordinated the team member to complete other tasks in the project
Proposed new ideas and approaches to solve emerging problems

Results:

Published an ISI-journal paper namely "T. H. M. Le, S. T. Do, and L. K. Huynh, "Identification of hindered internal rotational mode for complex chemical species: A data mining approach with multivariate logistic regression model,” in Chemom. Intell. Lab. Syst. Accepted for Publication on 7 Nov 2017."
Received "Best Poster Presentation Award" for the poster titled "A data mining approach to determine the hindered internal rotational frequency for chemical species" at The 21st International Annual Symposium on Computational Science and Engineering (ANSCSE21), 2017
Thesis 100/100: A data mining approach for determination of Hindered Internal Rotation parameters for complex chemical systems.
Published an ISI-journal paper namely "T. H. M. Le, S. T. Do, and L. K. Huynh, "Algorithm for auto-generation of hindered internal rotation parameters for complex chemical systems," Comp. Theor. Chem., vol. 1100, pp. 61-69, 1/15/ 2017."
Presented a poster with title: "MSMC-GUI: An interactive tool for data munging and analysis for chemical system" at The 3rd international conference on computational science and engineering (ICCSE2016), 2016.
Presented oral presentation with title: "MSMC-GUI - An Automatic Setup Tool for Hindered Internal Rotation Treatment for Ab Initio Thermodynamic Property Calculations" at the 5th World Conference on Applied Sciences, Engineering and Technology (WCSET2016), 2016.

Responsibilities:

Integrated the NICE product category into GoodRelations ontology using Protégé
Developed the interface for the online video annotation tool using Canvas in JS (jQuery), CSS3 and HTML
Implemented PHP server for handling saving/loading the user’s XML annotation file as well as access rights

Result:

A journal paper "T. H. M. Le and T. H. Duong, ”Online collaborative video annotation framework using GoodRelations ontology for E-commerce,” International Journal of Advanced Computer Research, vol. 7, pp. 121–135, 2017."

Responsibilities:

Monitored the team to go through different phases of an Agile software development process (analysis, design, development and testing)
Designed, implemented user-friendly and secured E-commerce website using JSP and MySQL
Evaluated the progress of the team members each week and hold online discussion to find and resolve the problems during the process

Result:

Responsibilities:

Monitored the progress and resolve problems emerging during the development process
Designed an appropriate database model for the storing the data related to the projects
Designed and implemented user-friendly university management system using Java Swing and MySQL

Result: