Intern Engineer

CERTIFICATIONS

Mar ****: Scientific Computing and Python for Data Science

Apr 2020: Python 3 Tutorial course

Dec 2020: TOEIC Certificate with score 530

PROJECTS

Colorize black and white image with Python

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In image colorization, I take a black and white image as input and produce a colored image. I will solve this project with OpenCV deep neural network. In L*a*b color space, the grayscale part of the image is only encoded in L channel. In this deep learning project, I will use OpenCV DNN architecture which is trained on ImageNet dataset. The neural net is trained with the L channel of images as input data and a,b channels as target data. For colorizing black and white images I will be using a pre-trained caffe model, a prototxt file.

Classify Photos of Dogs and Cats

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Build a convolutional neural network from scratch to classify images into two categories, dog or cat. I will learn how to:

- Build and tune a convolutional network with keras for image classification

- Choose the right optimizer to make sure that your network is able to learn

- Use the keras ImageDataGenerator to augment your dataset and limit overfitting

Brain Tumor Detection Using Deep Learning

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Building a detection model using a convolutional neural network in Tensorflow & Keras. I wil learn how to:

- Data augmentation

- Data preprocessing

- Data split

- Use Neural Network Architecture

- Training DCNN model

EDUCATION

Ho Chi Minh City University of Technology

Aug 2018 - Current

Major: Electrical and Electrics Engineer

GPA: 2.6/4

WORK HISTORY

Researcher

Mar 2021 - Current

Study the models of Machine Learning (Artificial

Neural Network, Convolution Neural Network,

Support-vectors Machine...).

Teaching Assistant

Aug 2010 - Oct 2020

Support for composing Python part lessons for the

course.

SKILLS

Language: English

Computer: Word, Excel, Powerpoint

Programming Language: Python, C (Basic)

Basic Math: Linear Algebra, Calculus...

INTERN

Pham Ngoc Phuong Linh

091******* *************.*.****@*****.*** Ho Chi Minh, Vietnam

-To use my skills in the best possible way for achieving the company's goals.

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