Junzheng Wu

Deep learning developer

Ottawa, Canada

Summary

I am currently a master student in Master of Computer Science-Applied AI Concentration in university of Ottawa. I have experience in deep learning, data anlysis, image processing.

Languages:

Chinese, English

Favorite Python Packages:

numpy, tensorflow, keras, scikit-learn, opencv, scikit-image, matplotlib, pickle, pandas, hdf5

Experience

EDUCATION

Southwest Jiaotong University 09/2014 – 06/2018

University of Ottawa09/2018 – Now

WORK EXPERIENCE

Chengdu Knowledge Vision Technology Co., LTD02/2017 – 09/2017

As an intern in the Department of Algorithm Development

• Be responsible for the project of Full-size Pathological Image Recognition of Invasive Ductal Carcinoma (IDC) Based on Tensorflow Platform, design Algorithm, neural network models (GoogLeNet Inception v3, Xception, Vgg16) and overall framework, and implement the project, optimize and evaluate it.
• Cooperate with GIT

• Implement the project with DeepLab / Tensorflow / Keras
• Implement a trail classifier to automatically analysis the actions of mice based on DeepLabCut and LSTM.
• Design a video classifier based on time-distributed CNN
• Implement the project with Tensorflow / Keras
• Automated mice single pellet reaching system based on Arduino alongside high speed video capture on Linux server.
• Motion tracking and 3D trajectory reconstruction based on DeepLabCut
• Image registration between brain atlases using ANTS

Laboratory of Neuroscience in uOttawa 01/2019 – 06/2019

As a technician responsible for designing and implementing automatic tools

As a technician responsible for designing and implementing automatic tools

• Implement a trail classifier to automatically analysis the actions of mice based on DeepLabCut and LSTM.
• Design a video classifier based on time-distributed CNN
• Implement the project with Tensorflow / Keras
• Automated mice single pellet reaching system based on Arduino alongside high speed video capture on Linux server.
• Motion tracking and 3D trajectory reconstruction based on DeepLabCut
• Image registration between brain atlases using ANTS

Skills

Artificial Intelligence (AI), Backend Development, Data Science, Git, Keras, Linux, Machine Learning, NumPy, TensorFlow, wxPython