Tech University Research Assistant

Nguyen Dien Quoc Bao

Data Visualization - Deep Learning - Data Analysis

********@*****.*** 081******* No. 14, St. 21, Ward 4, Dist. 8, Ho Chi Minh city OBJECTIVES

I am finding a position in a company with professional and innovative environment to develop and contribute my best values. Texas Tech University

08/2019 - 12/2021

Master of Science in Computer Science

GPA: 3.9/4.0

VNUHCM - University of Science

12/2014 - 05/2017

Master of Science in Nuclear physics

GPA: 8.63/10

VNUHCM - University of Science

09/2010 - 05/2014

Bachelor in Physics

GPA: 8.77/10

EDUCATION

Texas Tech University

09/2021 - 12/2021

Project for graduation

- Implementation of deep fake, including image animation and voice conversion to make fake video (using pytorch).

Texas Tech University

08/2019 - 09/2021

Research Assistant

- Come up to metrics for scoring visual patterns of different types of plots visualizing time series data sets.

- Develop web app for data visualization (using Javascript, HTML5, D3.js, ...).

- Apply dimension reduction techniques to data visualization, such as PCA, t-SNE, and UMAP.

- Apply unsupervised learning to data analysis, such as k-mean and leader algorithm.

- Understand outlier detection methods.

- Writing 6 scientific papers.

VNUHCM - University of Science

09/2017 - 09/2019

Teaching Assistant

- Manage a scientific project at university level to gain 2 scientific papers.

- Assist students with homeworks, projects, researches, and other academic tasks.

- Prepare and instruct students in experiments in nuclear physics.

- Assist faculties with paper works.

EXPERIENCE

TECHNICAL SKILLS

Programming languages: Javascript, HTML5, Python

Machine learning platforms: Pytorch

Others: D3.js, Plotly/Dash, tkinter, pandas, matplotlib PUBLICATIONS

- Nguyen, Bao DQ, Rattikorn Hewett, and Tommy Dang. "NetScatter: Visual analytics of multivariate time series with a hybrid of dynamic and static variable relationships." 2021 IEEE 14th Pacific Visualization Symposium (PacificVis). IEEE, 2021. DOI:

- Nguyen, Bao, Rattikorn Hewett, and Tommy Dang. "Multi-resolution analysis for vector plots of time series data." (2021). DOI:

- Nguyen, Ngan VT, Bao Nguyen, Tommy Dang, and Jon Hass. "ScagnosticsViewer: tracking time series patterns via scagnostics meatures." Proceedings of the 13th International Symposium on Visual Information Communication and Interaction. 2020. DOI:

- Nguyen, Bao Dien Quoc, Rattikorn Hewett, and Tommy Dang. "Visual features for multivariate time series." Proceedings of the 11th International Conference on Advances in Information Technology. 2020. DOI:

- Nguyen, Bao Dien Quoc, et al. "Congnostics: Visual Features for Doubly Time Series Plots." EuroVA@ Eurographics/EuroVis. 2020. DOI:

- Nguyen, Bao D., et al. "Visualization of data from HACC simulations by paraview." 2019 IEEE Scientific Visualization Conference

(SciVis). IEEE, 2019. DOI:

- Bao, Nguyen Dien Quoc. "Using DIRHB package to calculate the properties of some nuclei." Science and Technology Development Journal-Natural Sciences 3.4 (2019): 252-258. DOI:

- Bao, Nguyen Dien Quoc, Chau Van Tao, and Trinh Hoa Lang. "Analysis of 12C+ 12C scattering using different nuclear density distributions." Science and Technology Development Journal 21.3-4 (2018): 78-83. DOI: https://doi.org/10.1109/PacificVis52677.2021.00015. https://doi.org/10.2312/eurova.20211099

https://doi.org/10.1145/3430036.3430072

https://doi.org/10.1145/3406601.3406621

https://doi.org/10.2312/eurova.20201086

https://doi.org/10.1109/SciVis47405.2019.8968854

https://doi.org/10.32508/stdjns.v3i4.725

https://doi.org/10.32508/stdj.v21i3.431

2021 Code of visualizations for connected scatter plot project (web app using python and dash/plotly):

2021 URL of visualizations for vector plot project: 2021 URL of project in multi-resolution view of vector plot: 2020 URL of visualizations for time series project: 2020 URL of visualizations for congnostics project: RESULTS OF PROJECTS/COMPETITIONS

https://github.com/iDataVisualizationLab/B/tree/master/Connected_scatter_plot_LOF https://idatavisualizationlab.github.io/B/netScatter/index.html https://idatavisualizationlab.github.io/B/multi-resolution/index.html https://idatavisualizationlab.github.io/B/timeSeries/index.html https://idatavisualizationlab.github.io/B/congnostics/index.html

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