Computer Vision Machine Learning

TRẦN BẢO KHANG

*************@*****.*** 090******* District 5, HCMC

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EDUCATION

****-****: International University

Bachelor’s degree in Automation and Control (GPA: 8.5) SKILLS

Academic skills:

- Experience in C, MATLAB, and Python

programing.

- Experience in Machine Learning, Computer

Vision, Image Processing, Signal Processing

- Basic knowledge of embedded system

- Basic knowledge in automotive

Soft skills:

- Good time management and teamwork

- High responsibility

- Logical thinking and problem-solving skills

Others:

- Good English communication skills

- Familiar with Microsoft Office (Word, Excel)

ACADEMIC ACTIVITIES

Thesis Project (11/2022 – 5/2023): Creating a

Continuous Sign Language Translator in real-time

using Python, TensorFlow and MediaPipe:

- Researching on computer vision, digital image

processing, machine learning and recent trends.

- Preprocessing image and data

- Researching and building AI models

- Optimizing AI models (CNN, LSTM)

- Processing real-time images from computer

vision to have a high performance and high

accurate for translate sign language. Overall

accuracy: 98%

Internship Project (7/2022 – 10/2022): Controlling InMoov left arm with Depth camera:

- 3D printed hand and designing robot arm

- Building Python and Arduino function for the

finger to open and close, for the arm to rotate with 4 degrees of freedom

- Using computer vision to capture real-time image and analyze relative position as well as angle of

elbow, shoulder and wrist to control the arm

Capstone Project (8/2021 – 6/2022): Creating a

Static Sign Language Translator in real-time using Python, Tensorflow and MediaPipe:

- Researching on computer vision, digital image

processing, machine learning and recent trends.

- Preprocessing image and data

- Applying AI models (CNN, LSTM)

- Using computer vision to capture real-time image to analyze and translate sign language. Overall

accuracy: 97%

Embedded Project (2/2022 – 5/2022): Creating an

automated pet feeder using Arduino

- Using button to select the time, and timer and

interrupt to rotate the servo to feed the animal

Post graduate student, with two years of experience in applying AI and computer vision, seeking for a fresher position or an internship where a knowledge of Electrical and Electronics Engineering will be utilized and

expected. Experience in programming, computer vision, machine learning, and problem solving.

OBJECTIVE

CERTIFICATES & SCHOLARSHIP

- IELTS 7.0

- Silver medal in Physics in Ho Chi Minh City

Excellent student contest (2019)

- Full-ride International University scholarship

for outstanding student in the entrance exam

Contact this candidate