Computer Vision Machine Learning

Hưng Nguyễn Thành

AI Engineer

036*******

ady1an@r.postjobfree.com

TP HCM, Viet Nam

EDUCATION

**/**** - **/****

COMPUTER VISION

UNIVERSITY OF SCIENCE

Major: Computer Science (Computer Vision)

GPA: 8.68

ADDITIONAL INFORMATION

FB: https://www.facebook.com/hung.thanh.2610/

GitHub: https://github.com/ThanhHung2610

OBJECTIVE

Become an AI Engineer, particularly in Computer Vision field. I attemp to improve myself and have more valuable experiences. SKILLS

Foundation

Programing language

Multivariate Statistical Methods: PCA, CCA, ...

Machine learning

Computer Vision

PROJECTS

3D FACE RECONSTRUCTION

FROM A 2D SINGLE IMAGE

(GRADUATION THESIS)

01/2023 - 07/2023

TEAM SIZE: 2

Description: Deep learning models reconstructs 3D face from a 2D image TECHNOLOGIES: PYTORCH, PYTORCH3D, FLASK API, DOCKER, PYTHON Responsibility:

+ Research related-works in 3D face reconstruction field

+ Build a machine-learning model to regress fine texture map

+ Build a plug-in for Blender to implement our model

+ Report

+ Install library, run and generate sub-label data Github: https://github.com/QuocBao2001/3DFace_DaViT_Blender Demo: https://youtu.be/qp1f-0poktE

SMART BIN - IOTS

12/2022 - 01/2023

TEAM SIZE: 3

Description: The program controls the smart bin, and includes tasks: auto opening, closing, controlling opening with chosen time.

TECHNOLOGIES: C, C++, HTML, ARDUINO IDE

Responsibility:

+ Write code to handle information from sensors and handle the bin with this information

+ Write essential HTML files

+ Design model of the bin

Github: https://github.com/QuocBao2001/SmartBin

Demo: https://youtu.be/TtDe51oB9Oo

MAZE PATH-FINDER (AI, python)

11 - 2021

TEAM SIZE: 2

Description: The program finds a maze path such that the cost is minimum using search algorithms: BFS, DFS, Greedy BFS, A*.

TECHNOLOGIES: PYTHON

Responsibility:

+ Implement the above search algorithms

+ Report

Github: https://github.com/ThanhHung2610/SearchPathInMaze Simple Paint 2D (Computer

graphics)

12/2021 - 01/2022

PERSONAL PROJECT

Description: The program applies some algorithms in CG: drawing line, ellipse, circle, ... floor fill, and transformers (rotate, translate, scale). TECHNOLOGIES: WINFORM, C#, SHARPGL

Responsibility:

+ Design some classes of basic shapes: line, ellipse, circle, polygons

+ Implement some algorithms in graphics: drawing shapes, fill, and transformers

+ Report

Github: https://github.com/ThanhHung2610/Simple_paint_2d_cSharp Demo: https://youtu.be/FyYkgDYw0NY

Other projects

2020 - Now

cyclography and simple paint js, edge detector, morphology, library management c++. See my GitHub.

ACTIVITIES

01 - 2020

SPRING VOLUNTEER CAMPAIGN 2020 - THẠNH AN ISLAND COMMUNE - CẦN GIỜ DISTRICT Collaborators

+ Organize activities for primary school children

+ Visiting the lonely old people on the island

+ Clean up the roads

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