jingming guo - resume

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Jingming Guo 1241 Emerson Street Apt 2, Evanston, IL 60201 (224)-999-5667 | [email protected] EDUCATION Northwestern University Evanston, IL Master of Science in Electrical Engineering and Computer Science Sept. 2015 - Dec. 2016 GPA: 3.85/4.0 Relevant Courses: Design & Analysis of Algorithm, Data Management & Information Processing, Distributed System, Machine Learning, Artificial Intelligence, Computer Vision, Computer Graphics Ulm University Ulm, Germany Exchange student Oct. 2014 - July 2015 GPA: 1.8/5.0 (1.0 is highest/best) Baden-Wuerttemberg Scholarship of Germany & DAAD Scholarship Relevant Courses (Graduate Level): Computer Networks, Neural Networks and Pattern Recognition Shandong University Jinan, China Bachelor of Science in Communication Engineering Sept. 2011- June 2015 GPA: 88.4/100(2/153 of department) China National Scholarship (top 0.2% of all university students national wide) SKILLS Language: English, Chinese (Native), German Programming Language: Java, Python, Database(SQL), MATLAB, JavaScript, Html5, CSS, Golang, C/C++ Tech Stack: TensorFlow, OpenCV, Node.JS, WebGL, Tableau PROFESIONAL EXPERIENCE Research: Hospital Healthcare Monitoring System Northwestern University March 2016 – June 2016 Detected and obtained the positive and negative cropped images from video frames using OpenCV. Achieved object classification and detection by using CNN model of deep learning in TensorFlow(machine learning framework) and using Python as programming language. Achieved objects recognition and human gesture discrimination using open source ImageNet and our own dataset. Project: Kademlia – Distributed HashTable Northwestern University March 2016 – June 2016 Implemented Kademlia DHT protocol using go programming language(Golang). Designed and conducted system tests to verify system’s reliability by programming different nodes numbers and connection cases to test the if there existed race conflictions and the performance of the system. Computer Vision Research: Graffiti Eraser Northwestern University Jan. 2016 – March 2016 Automatically detected background region of images and collected background samples into the database. Achieved best edge blending by Matlab programming and applying appropriate algorithm (Least Mean Square Calculation, Dynamic Programming etc.). Project: SousChefBot Web App Northwestern University Sept. 2015 – Dec. 2015 Used wit.ai API to achieve voice recognition and realized voice response through parsing JSON format and converted text to speech using Python package (pyttsx). Built the web application interface using CSS, Html5, Bootstrap and jQuery. The 4th National University Students’ Opt-Sci-Tech Competition (National Second Prize) May 2014 – Aug. 2014 Team member of Shandong University Changsha, China Programmed in C to control the work of the measurement part and used mathematics equation in the modeling process which had guaranteed the accuracy of the measurement result (ranked 2nd place of 148 teams of the whole) WORK EXPERIENCE Northwestern University Teaching Assistant Sept. 2016 - Present Evanston, IL Helped with “GEN_ENG 205: Engineering Analysis” course of Northwestern University with a total enrollment of 434 students. Yulane Chicago Lab Part-time July 2016 – Aug. 2016 Chicago, IL Designed and developed web application form through drupal8 (open-source content-management framework). Setup and created AWS instance for remote developing tests. Setup and maintained database using MySQL and conducted efficient database queries. Analyzed and modeled the data using Python and achieved data visualization using Tableau. Research Institute of Qingdao Hisense Internship July 2014 – Aug. 2014 Qingdao, China Built the frequency prediction model in Matlab based on the GNN model and Leslie Matrix and analyzed the influence of the changing bandwidth to signal loss performance.

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Page 1: Jingming Guo - Resume

Jingming Guo 1241 Emerson Street Apt 2, Evanston, IL 60201

(224)-999-5667 | [email protected] EDUCATION Northwestern University Evanston, IL Master of Science in Electrical Engineering and Computer Science Sept. 2015 - Dec. 2016 GPA: 3.85/4.0 Relevant Courses: Design & Analysis of Algorithm, Data Management & Information Processing, Distributed System, Machine Learning, Artificial Intelligence, Computer Vision, Computer Graphics Ulm University Ulm, Germany Exchange student Oct. 2014 - July 2015 GPA: 1.8/5.0 (1.0 is highest/best) Baden-Wuerttemberg Scholarship of Germany & DAAD Scholarship Relevant Courses (Graduate Level): Computer Networks, Neural Networks and Pattern Recognition Shandong University Jinan, China Bachelor of Science in Communication Engineering Sept. 2011- June 2015 GPA: 88.4/100(2/153 of department) China National Scholarship (top 0.2% of all university students national wide)

SKILLS Language: English, Chinese (Native), German Programming Language: Java, Python, Database(SQL), MATLAB, JavaScript, Html5, CSS, Golang, C/C++ Tech Stack: TensorFlow, OpenCV, Node.JS, WebGL, Tableau

PROFESIONAL EXPERIENCE Research: Hospital Healthcare Monitoring System Northwestern University March 2016 – June 2016 � Detected and obtained the positive and negative cropped images from video frames using OpenCV. � Achieved object classification and detection by using CNN model of deep learning in TensorFlow(machine learning

framework) and using Python as programming language. � Achieved objects recognition and human gesture discrimination using open source ImageNet and our own dataset. Project: Kademlia – Distributed HashTable Northwestern University March 2016 – June 2016 � Implemented Kademlia DHT protocol using go programming language(Golang). � Designed and conducted system tests to verify system’s reliability by programming different nodes numbers and

connection cases to test the if there existed race conflictions and the performance of the system. Computer Vision Research: Graffiti Eraser Northwestern University Jan. 2016 – March 2016 � Automatically detected background region of images and collected background samples into the database. � Achieved best edge blending by Matlab programming and applying appropriate algorithm (Least Mean Square

Calculation, Dynamic Programming etc.). Project: SousChefBot Web App Northwestern University Sept. 2015 – Dec. 2015 � Used wit.ai API to achieve voice recognition and realized voice response through parsing JSON format and

converted text to speech using Python package (pyttsx). � Built the web application interface using CSS, Html5, Bootstrap and jQuery. The 4th National University Students’ Opt-Sci-Tech Competition (National Second Prize) May 2014 – Aug. 2014 Team member of Shandong University Changsha, China � Programmed in C to control the work of the measurement part and used mathematics equation in the modeling

process which had guaranteed the accuracy of the measurement result (ranked 2nd place of 148 teams of the whole)

WORK EXPERIENCE Northwestern University Teaching Assistant Sept. 2016 - Present Evanston, IL � Helped with “GEN_ENG 205: Engineering Analysis” course of Northwestern University with a total enrollment of

434 students. Yulane Chicago Lab Part-time July 2016 – Aug. 2016 Chicago, IL � Designed and developed web application form through drupal8 (open-source content-management framework). � Setup and created AWS instance for remote developing tests. � Setup and maintained database using MySQL and conducted efficient database queries. � Analyzed and modeled the data using Python and achieved data visualization using Tableau. Research Institute of Qingdao Hisense Internship July 2014 – Aug. 2014 Qingdao, China � Built the frequency prediction model in Matlab based on the GNN model and Leslie Matrix and analyzed the

influence of the changing bandwidth to signal loss performance.