Deep Learning Sign Language

Vo Dinh Nhat Truong

YOUR ADDRESS

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A person who has a deep passion for AI and always immerses myself in pursuing the dream of working as an official AI Engineer in a company where I will be surrounded by a professional working environment. With my positive attitude, I think I could contribute incredible value to the company.

Education

FPT University Thu Duc City, Viet Nam

Major in Artificial Intelligence Dec 2021 Current

• Honorable Awards FPT University

• GPA: 7.9

• Coursework: Maths, Computer Vision, Machine Learning, Deep Learning, Database Systems, Data Structures and Algorithms, Data Science. Work Experience

CÔNG TY CỔ PHẦN GIẢI PHÁP TỔNG THỂ KỶ NGUYÊN SỐ 12 District, Viet Nam Artificial Intelligence Engineer Internship Sept 2023 Dec 2023

• CollaboratewithateamoffourpeopletodevelopaCNNmodelusingYOLOasaplatformtodetectexamcheatingthroughsurveillancecameras.

• Build, collect and process data for a model to detect exam cheating through surveillance cameras.

• Technical Skills: Python with PyTorch, NumPy, Matplotlib, Pandas, Scikit learn, Ubuntu Linux, Git.

• Soft Skills: Teamwork, Time Management, Communication, Presentation skills. University Projects

Video Swin Transformer For Sign Language Recognition Thu Duc City, Viet Nam FPT Edu Research Festival FPT EDU RESFES 2024 Sept 2023 Apr 2024

• Building a deep learning model to improve language recognition performance at the word level.

• Use Video Swin Transformer as the backbone and simplify the input data in the inference process to serveprevious studies.

• Achieved good results on sign language dataset.

• Themainroleistheteamleader,responsible for generating ideas, offering solutions tocollectdata,improving themodel,and solvingdifficulties during experimentation.

• Technical Skills: Python with PyTorch, NumPy, Matplotlib, Pandas, Scikit learn, Ubuntu Linux, Git, LaTeX.

• Soft Skills: Time Management, Teamwork, Presentation skills, Report writing. Two Stream S3D Architecture for Word Level Sign Language Recognition Ho Chi Minh City, Viet Nam 2024 9th International Conference on Intelligent Information Technology (ICIIT 2024) Sept 2023 Feb 2024

• Building a deep learning model to improve language recognition performance at the word level.

• Using a two stream S3D model with input data of RGB video and Skeleton video.

• Achieved good results on sign language dataset.

• Themainroleistheteamleader,responsible for generating ideas, offering solutions tocollectdata,improving themodel,and solvingdifficulties during experimentation.

• Technical Skills: Python with PyTorch, NumPy, Matplotlib, Pandas, Scikit learn, Ubuntu Linux, Git, LaTeX.

• Soft Skills: Time Management, Teamwork, Presentation skills, Report writing. Applying deep learning in restoring and preserving blue glazed ceramics of the Nguyen Dynasty.

Thu Duc City, Viet Nam

FPT Edu Research Festival FPT EDU RESFES 2023 Apr 2023 Jun 2023

• Use deep learning to restore lost patterns on artifacts.

• Collectedandprocessedadatasetof4600patternimages,using threedifferentinpaintingarchitecturesCNNs,GMCNN, andGANstoexperiment with the data set and deploy the web app.

• The main role is coding, offering solutions to collect data, improving the model.

• Technical Skills: Python with PyTorch, NumPy, Matplotlib, Pandas, Scikit learn, Ubuntu Linux, Git, LaTeX.

• Soft Skills: Time Management, Teamwork, Presentation skills, Report writing. FEBRUARY 2, 2025 1

Minimal Spanning Tree application to determine market correlation structure Ho Chi Minh City, Viet Nam Ho Chi Minh City Open University Journal Of Science Dec 2022 Feb 2023

• Determining market structure and correlation using the MST algorithm

• The main role is assistant.

• Technical Skills: Python with PyTorch, NumPy, Matplotlib, Pandas, Scikit learn, Ubuntu Linux, Git, LaTeX.

• Soft Skills: Time Management, Teamwork, Presentation skills, Report writing. Skills

Programming Python, C/C++.

Miscellaneous Linux, Shell (Bash/Zsh), LATEX(Overleaf), Microsoft Office, Git. Soft Skills Time Management, Teamwork, Problem solving, Documentation, Engaging Presentation. Achievements

2024 1st, FPT Edu Research Festival FPT EDU RESFES 2024 Viet Nam 2023 1st, FPT Edu Research Festival FPT EDU RESFES 2023 Viet Nam 2023 Accepted, 2024 9th International Conference on Intelligent Information Technology (ICIIT 2024) Viet Nam 2022 Accepted, Ho Chi Minh City Open University Journal Of Science Viet Nam FEBRUARY 2, 2025 2

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