Principal Data Scientist / Sr. Director in Data Science @ ADP
Data Scientist - Machine Learning @ Huawei Technologies (USA)
Research Assistant @ New Jersey Institute of Technology
Education:
Master's Degree @
Central Michigan University
About:
• Five years of work experience in academia on machine learning and big data analysis.
• Proficient in C/C++, Java, SQL, SAS, R, Apache, PHP, JavaScript, JQuery, Ajax, HTML, Python, Perl, IIS, VHDL, and FPGA.
• Eight years of programming experience with 200 thousand lines of codes.
• Good at working with Microsoft Windows, Linux, and AFS/UNIX.
• Five years of work experience in academia on machine learning and big data analysis.
• Proficient in C/C++, Java, SQL, SAS, R, Apache, PHP, JavaScript, JQuery, Ajax, HTML, Python, Perl, IIS, VHDL, and FPGA.
• Eight years of programming experience with 200 thousand lines of codes.
• Good at working with Microsoft Windows, Linux, and AFS/UNIX.
• Strong coordination of teams. Strong verbal and communication ability.
SKILLS
Machine Learning, Data Mining, Computer Algorithms, Statistics, and Data Structures
• Innovated algorithms and published journal in machine learning, data mining/analysis with respect to prediction, modeling/forecasting, etc.
• Proficient in various machine learning algorithms (PCA, SVM, HMM, collaborative filtering, etc).
• Proficient in statistics process (ridge regression, PC regression, logistic regression, etc).
• Proficitent in various data structures (tree, linked list, priority queue, hash table, etc).
C/C++, SAS, R, Java, Python, SQL, and Matlab
• Developed an automatic facial expression recognition system using the proposed classification method.
• Developed a SaaS website from scratch, and in charge of the web server security and task scheduling.
Networking & Communication
Familiar with OSS/EMS network monitoring, troubleshooting; FCAPS for CDMA, UMTS, WiMAX and LTE networks (RAN/Core/IP); data mining tools such as SPSS, SAS, R, etc and BI platforms.
Research Assistant @ Member of Laboratory for High Performance DSP and Network Computing Research (HPDNCR).
• Authored the journal and IEEE conference paper.
• Presented research in the conferences and the research showcase.
• Developed an automatic facial expression recognition system using the proposed classification method.
• Developed a SaaS website from scratch, and in charge of the web server security and task scheduling. From August 2013 to July 2014 (1 year) Database Assistant @ Designed and maintained the customized database for recruiting students in the summer camp. From January 2013 to August 2013 (8 months) Teaching Assistant @ Taught regular courses and advised 100+ undergraduates and master students for their degree and term projects in Digital Signal Processing area. (Language: C/C++, Matlab, VHDL, and FPGA). From September 2009 to May 2012 (2 years 9 months) Teaching Assistant @ Responsibility: Advised 50+ undergraduate students for their degree and term projects in Digital Signal Processing area. (Language: C/C++, Matlab, VHDL, and FPGA) From September 2007 to May 2009 (1 year 9 months)
Doctor of Philosophy (PhD), Electrical & Compter Engineering @ New Jersey Institute of Technology From 2009 to 2015 Master's Degree, Industrial Engineering & Management @ Central Michigan University From 2007 to 2009 Yanjia Sun is skilled in: Data Mining, Machine Learning, Data Analysis, Research, C++, Matlab, C, R, Statistics, Algorithms, SAS programming, Java, Python, SQL, Teaching, Wireless, Apache, PHP