JAYHWAN CHEONG
Engineer
Auburn,AL
Summary
Data Scientist and Engineer specialized in Machine learning. Seeking a full time position that offers professional challenges utilizing data analysis with Machine Learning.
Overview
8
8
years of professional experience
12
12
years of post-secondary education
1
1
Certification
Work History
Warranty Engineer
Mando
Opelika, AL
09.2015 - Current
- Consistently collect data required to support root cause identification of product failures(Brake, Suspension, Steering System) and drive continuous improvement into products and processes
- Utilize appropriate feedback to communicate customer(OEM)
- Analyze warranty claim data through data analysis software such as Tableau, R to make effective visualization
- Proactively communicate ongoing status and corrective action plans to representatives and customers
- Create warranty analysis reports and procedures – used analysis software and other Microsoft internal tools(Excel, VBA, and etc.,)
Graduate Research
New York University
Brooklyn, NY
08.2013 - 11.2014
- Analyzed robotic fish real-time communication data between Matlab and Arduino in order to control robot operation
- Modified Kalman filter based on PID controller and color blob detection algorithm to track robotic fish and to command robotic fish to follow target paths designed for charging
- Implemented smart charging algorithm that enables robotic fish to automatically sense low battery life and to return to charging station where battery charges up to 70% of full capacity
Education
Master of Science - Computer Science, Machine Learning
Georgia Institute of Technology
Atlanta, GA 01.2017 - 01.2021
Master of Science - Mechanical Engineering
New York University
New York, NY 01.2012 - 01.2014
Bachelor of Science - Mechanical Engineering
Konkuk University
01.2006 - 01.2012
Websites
Technical Skills
• Programming: Python, R, Tableau, etc.
• Libraries in Python : Tensorflow, Keras, Open-CV, Scikit-learn
• Deep learning networks: CNN, Transfer learning, Object detection, etc.
• Statistical ML: PCA/ICA, Clustering, Boosting, Bagging, Kmeans, SVM, etc
Certification
Data Analyst, Udacity
Timeline
Master of Science - Computer Science, Machine Learning
Georgia Institute of Technology
01.2017 - 01.2021
Data Analyst, Udacity
11-2016
Warranty Engineer
Mando
09.2015 - Current
Graduate Research
New York University
08.2013 - 11.2014
Master of Science - Mechanical Engineering
New York University
01.2012 - 01.2014
Bachelor of Science - Mechanical Engineering
Konkuk University
01.2006 - 01.2012
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