Computer Vision/ Machine Learning

Nguyen Phu Vinh

Thu Duc city, Ho Chi Minh city

Ħ +84-388-***-*** ć ***************@*****.*** ^ github.com/phuvinh010701 ] linkedin.com/in/vinhnguyenphu0107 Summary

Date of birth: July 1st, 2001

Gender: Male

I am last year student at the University of Information and Technology Vietnam National University Ho Chi Minh city. I am looking for Machine Learning Engineer/ AI Engineer roles.

Education

University of Information and Technology VNU HCM Vietnam Bachelor’s degree in Computer Science Aug 2019 Current

• GPA: 8.08

• Speciality: Image Processing, Computer vision, Machine learning, Deep learning Projects

Personal Blog:

www.pycoder.site

• My blog write about machine learning, deep learning, computer vision and python programming.

• Technical Skills: CSS, HTML, Wordpress, LaTeX

Solve Sudoku using OpenCV, CNN and Backtracking:

github.com/phuvinh010701/AI Sudoku Using OpenCV CNN Backtracking

• I used OpenCV to find Sudoku in image and CNN to identify the numbers then used backtracking to solve Sudoku

• Technical Skills: Backtracking, OpenCV, Image Processing Drowsiness Detecion:

github.com/phuvinh010701/Drowsiness Detection Using Dlib OpenCV github.com/phuvinh010701/Drowsiness Detection Using Dlib CNN

• I am using Dlib for face detection and facial landmarks to find left eye and right eye then calculate EAR to detect drowsiness. Beside that i used CNN to detect drowsiness.

• Technical Skills: OpenCV, Dlib, Tensorflow, CNN

Detecting some diseases on coffee leaves:

github.com/phuvinh010701/CS114 MachineLearning DetectDiseaseOnCoffeeLeaves

• I am using object detection algorithms (YOLOv4, YOLOv5, Faster RCNN) to detect diseases on coffee and create web API using Python Flask.

• Technical Skills: Colab, Labeling data for object detection, Training, Evaluation, Flask Detecting some diseases on coffee leaves:

github.com/phuvinh010701/Detect Disease On Coffee Leaves Segmantation

• Another approach using semantic segmentation

• Technical Skills: Labeling data for semantic segmantation, Segmantation using Unet Skills

Programming Python (Pandas, Numpy, Scikit learn, Tensorflow, Pytorch. etc.), PHP, C/C++, HTML/CSS, JavaScript, SQL. Miscellaneous Linux, Markdown, Microsoft Office, Git, Github. Soft Skills Teamwork, Problem solving, Time Management English I can read document in English

Certificates

OCTOBER 24, 2022 1

2019 Python (Basic) Certificate Hackerrank

2021 Computational thinking for Problem Solving Coursera 2021 SupervisedMachine Learning: Regression and Classification Coursera 2021 Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning Coursera 2021 Convolutional Neural Networks Coursera

2022 Introduction to Computer Vision and Image Processing Coursera 2022 Deep Neural Networks with Pytorch Coursera

2022 Convolutional Neural Networks in TensorFlow Coursera Interests

Technical Writing I write descriptive blogs about machine learning, computer vision some of them are on my Website. Music I enjoy almost all types of music may it be screamo, punk rock, bluegrass, pop, psychedelic, rap OCTOBER 24, 2022 2

Contact this candidate