Xujia Ji

OBJECTIVE

To obtain a full-time job in field of Computer Engineering or software developer

EDUCATION

Stevens Institute of Technology, Hoboken NJ

Master of Engineering in Computer Engineering 09/2017-12/2018

Course: Machine Learning, Deep Learning, Data Structures and Algorithms, Pattern Recognition, Database, VLSI Design

The Ohio State University, Columbus OH

Bachelor of Science in Electrical and Computer Engineering 09/2012-05/2017

SKILLS

Programming Language Python, C++, VHDL, Assembly Language, Matlab

Machine learning tool Keras, TensorFlow, OpenCV

Database PostgreSQL, MySQL

PROJECTS

Cat or Dog recognition (Fall 2017)

-Using Python library OpenCV to convert cat and dog images to data file and Keras to build a neural network model

-Training with image data and labels to recognize testing images of cats and dog with 78% accuracy.

Self-driving in simulation environment (Summer 2018)

-Using Unreal 4 simulation environment AirSim, capturing road images and steering angle as training data and labels

-Using Python library Keras to build a CNN model with 80-90% success rate to do self-driving in the AirSim environment.

Gender and age recognition (Summer 2018)

-Using IMDB data set as training data and used Python library Tensorflow to build a model to do gender classification and age recognition

-Applying the model with a real-time PC camera, showing tester’s gender and age through the PC camera.

Iceberg Classifier Deep Learning Challenge (Fall 2017)

-Using Tensorflow to build a CNN model and training with image data set to identify icebergs or ships in satellite images, which has 88.5% accuracy.

Biometrics Security System (Spring 2017)

-Building up security system with a microcontroller, Raspberry Pi, fingerprint Scanner, and electric lock, using Python library Tkinter and MySQL for GUI and database programming.

EXPERIENCE

Summer Research in Stevens Institute of Technology, NJ, USA

-Research of machine learning of self-driving and image recognition 05/2018-08/2018

55 River Dr S APT 1102

Jersey City, New Jersey, 07310

614-***-****

ac838z@r.postjobfree.com

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