Machine Learning, AI, Computer Vision, Python

THAI Tran Trung

Computer Science Student (Junior)

************@*****.*** +843********

No 69 Tan Lap Street, Dong Hoa, Di An, Binh Duong, Vietnam github.com/thaitran24 facebook.com/TTT.24.10.02/

A flexible, enthusiastic, reliable, and hard-working individual with a great passion for the computer science field especially in AI.

Education

09/2022 – present

Ho Chi Minh City,

Vietnam

Master - Computer Science

Ho Chi Minh University of Technology (HCMUT)

•Target: Become an expert in AI and Computer Vision.

•Current GPA: 8.8/10.

09/2020 – present

Ho Chi Minh City,

Vietnam

Bachelor - Computer Science

Ho Chi Minh University of Technology (HCMUT)

•Target: Equip with knowledge and skills to be specialized in Computer Science and graduate with a good bachelor's degree.

•Current GPA: 8.32/10.

Interests

Computer Vision Artificial Intelligence Coding and Experimenting Projects

10/2022 – present Depth Estimation on Night-time Images University professor's research project

•Research on depth estimation theory and related papers.

•Experiment with models in monocular depth estimation task especially on nighttime images.

•Propose, discuss with the professor and team members to find new solutions for the task.

06/2022 – present Face Recognition

Self-project

•Research on face recognition papers: Facenet, DeepFace, ArcFace, etc.

•Re-implement recognition models using TensorFlow.

•Deploy a face recognition system for member check-in on Raspberry Pi using TFLite.

09/2022 – 12/2022 Facial Expression Synthesis with GAN Course assignment

•Research on StyleGAN paper for style transfer task.

•Experiment with StyleGAN-based architectures for facial expression synthesis task: (1) project face image to latent space; (2) edit using latent vector; (3) regenerate face image with expression using StyleGAN2 Generator.

•Train SVM model to find emotion latent vector (top edit facial expression in latent space) for each expression.

•Conduct survey to facial expression synthesis results. 02/2023 – present Smart Home

Course assignment

•Build a server supporting REST API with Flask.

•Use ArcFace model for Face ID Authentication.

•Use Yolov5 for detecting human in anti-theft module.

•Serving Face Recognition model using Flask with REST API. Experiences

09/2021 – present IT Mentor

TickLab

•Support managing and organizing IT Department.

•Research Department member:

•Research on Face Recognition, Monocular Depth Estimation.

•Experiment and present with members on new results, methods or technologies.

•Support newly recruited mentees in Research Department. 05/2022 – present Computer Vision Research

Self-improvement

•Research on theories on computer vision field and SOTA papers about deep learning techniques in computer vision.

•Learning new frameworks supporting the task.

•Code and experiment with models.

Skills

Machine Learning, Deep Learning, Computer

Vision, Image Processing

Flask, TensorFlow, Pytorch

Representing, Organizing

C/C++, Python, NodeJS, ReactJS

Teamwork and Communication skill

Organizations

02/2021 – present TickLab

IT Mentor, Research Department, Media Department Leader References

KHA Huynh Hoang

Lecturer of CSE Department, Ho Chi Minh University of Technology (HCMUT) Founder of TickLab

*************@*****.***

+843********

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