Xuli Shi

908-***-**** Milton Street, Millburn, NJ acvrar@r.postjobfree.com

SUMMARY

High accomplishment in business analysis and data mining using R and SAS

SAS Certified Advanced Programmer for SAS 9

NJIT Data Mining Graduate Certificate

Professional knowledge in statistics, big data and databases

Extensive experience in industry-wide projects related to video retrieval and video extraction.

Passionate, proactive professional and team player with strong communication skill and excellent work ethics

Ph.D. in Information System, and two Master’s degrees in Physics and Management/Business Analytics TECHNICAL SKILLS

Data mining: Quantitative and risk modeling, Data visualization, Linear and logistic regression, Decision tree

Software & Programming skills: SAS, R, Java, HTML, SQL, Eclipse, Oracle, C/C++, and Excel (VBA and Macro programming)

PROFESSIONAL EXPERIENCE

Data Scientist Sept. 2015-Present

CAC Global, NJ, U.S.A

Maintain and update database by using SQL, Oracle, SAS, and Excel (VBA and Macro programming)

Create database based on SQL and greatly Improve the efficiency of information retrieval from database for customers

Develop BI analytical models using SAS to realize machine learning and data mining algorithms Data Analysis

American Dream, NJ, U.S.A Mar. 2015 to Oct. 2015

Created database based on SQL, participated in creating the website of company

Greatly Improved the efficiency of information retrieval from database for customers

Identified potential customers by analyzing behaviors of customers using R and greatly promoted sales

Assisted with day to day phases of data input and maintain the database of the company Data Scientist and Associate Professor of Information Engineering Jun. 2002 to Feb. 2013 Shanghai University, Shanghai, China

Scraped, centralized and cleared large numerical and textual data sets, and detected outliers for business use

Analyzed data and built statistical models by using SAS and R to identify potential customers for sales

Developed and maintained Database of City Traffic Systems by using SQL

Completed several industry and university cooperative projects by using Java to encode/decode video data

Presented the data visualization results for management decision in front of persons in different disciplines

Taught undergraduate and graduate courses such as Data Signal Processing and Java Programming

Published more than 20 papers, and had more than 10 patents related to video procesing

Notable projects include

Industry projects by building statistical models such as logistic regression, multiple regression, and decision tree: potential customers detection to promote sales; location selection of chain stores; fraud prevention and detection

Industry/University Cooperative projects realizing video processing: HDTV Encoder of AVS; Image Identity System; The Tracking and Retrieval System of the City Traffic Object

National Science Foundation project: Compression Domain based 2D/3D Video Object Extraction Software Engineer Mar. 1997- Sept. 1999

Shanghai Donghai Computer Co., LTD, Shanghai, China

Participated in developed database based on Oracle, SQL, and UNIX

Developed paperless office system for Life Insurance company EDUCATION

M.S. in Management with a concentration in Business Analytics, NJIT, USA GPA 3.95 2013-2015

Ph.D. in Communication and Information System (EE), Shanghai University, China GPA 3.65 1999-2002

M.S. in Physics, Shanghai University, China GPA 3.51 1994-1997

B.S. in Physics, Xinyang Normal University, China 1990- 1994 HONORS AND AWARDS

The Excellent Young Teacher, Shanghai University, 2005

Kwang-Hua Scholarship, Shanghai University, 1996

SBT Scholarship, Shanghai University, 1995

PUBLICATIONS

Y. L. Cheng G.W.Teng, X. L. Shi, and G.Z.WANG, Fast Intra Prediction Algorithm for HEV Video Engineering, vol.21, pp.4-7, 2012.

X. W. Wei, X. L. Shi, and Z. W. Zhao, Bit-Rate Compression Method Based on Visual Redundancy Model, Video Engineering, vol.9, pp.16-19, 2011.

X. W. Wei, X. L. Shi, and Z. W. Zhao, Compression Method Based on Human Visual System, Video Engineering, vol.10, pp.23-25, 2010.

L.Q. Shen, Z. Liu, Z.Y. Zhang, and X.L. Shi, Frame-level Bit Allocation Based on Incremental PID Algorithm and Frame Complexity Estimation, Journal of Visual Communication and Image Representation - JVCIR, vol. 20, no. 1, pp. 28-34, 2009. (SCI)

L.Q. Shen, Z. Liu, Z.Y. Zhang and X.L. Shi, Selective VS-MRF-ME and intra coding in H.264 based on spatiotemporal continuity of motion field, Signal Processing-image Communication, vol. 24, no. 5, pp. 405-414, 2009. (SCI)

Z.W. Pan, Z.Y. Zhang, and X. L. Shi, L. Q. Shen, An Approach to Video Object Extraction in the Compressed Domain, Journal of image and graphics, vol.14, no.10, pp.2145~2148, 2009.

L.Q. Shen, Z. Liu, Z.Y. Zhang, and X.L. Shi, Fast Inter Mode Decision Using Spatial Property of Motion Field, IEEE Transactions on Multimedia – TMM, vol. 10, no. 6, pp. 1208-1214, 2008. (SCI)

J. H. Zhang and X. L. Shi, Adaptive Rate Control Algorithm Based on Perceptual Model, Video enginerring,12-15,2008.

G. H. Chen, H.H. Zhai, X. L. Shi, Z.Y. Zhang, and F. F. Wan, A VLSI Architecture for Quarter-Pixel Interpolation in H .264 AVC Encoder, Micro Electronics & Computer, Vo1.25 no.2, pp.176-180, 2008.

G.XIAO and X. L. Shi, Real-time Moving Object Segmentation and Retrieval Algorithm, Computer Engineering, Vol.34 No.7, pp.226-228,2008.

G.XIAO, L. He, G.W. Teng, and X. L. Shi, Improved Fast Motion Estimation Algorithm, Computer Engineering,Vol.34 No.8,pp.235-237,2008.

X. L. Shi and Z.Y. Zhang, Multi resolution Segmentation of Video Objects in the Compression Domain, Optical Engineering, Vol. 46, Issue 9, 097401. 2007 (SCI/EI)

X. L. Shi and Z. Y. Zhang, Moving Traffic Object Retrieval in H.264/MPEG Compressed Video, SPIE, Vol.6246, 62460O-1~62460O-8, April,2006. (EI)

H. J. Wang, X. L. Shi, Z. Y. Zhang, and W. J. Zhang, Real-time Transmission of H.264/AVC Video Based on IP. Journal of Image and Graphics, vol.10, no.11, pp.1341-1344, 2005.

X. L. Shi and G. Xiao, Transmission of Object Based Fine-granular-scalability Video over Networks, SPIE, Vol.6249, 624910-1~ 624910-8, April. 2006. (EI)

G.W. Teng, G.Z. WANG, Z. Y. Zhang, X. L. Shi, and S.Y. YU, A Fast Intra-prediction Mode Selection Algorithm of H.264/AVC Based on Adaptive Thresholds, ACTA AUTOMATICA SINICA, vol. 32, no.4, pp.526-533,2006.

X. L. Shi and Z.Y. Zhang, A New Shape Coding Algorithm Based on Moving Object, Chinese Journal of Electronics, 32(1), 42-45, 2004. (EI)

X. L. Shi and Z.Y. Zhang, A New Shape-coding Algorithm by Wavelet Transform, Journal of Systems Engineering and Electronics, 14(2), 69-73, 2003. (EI)

X. L. Shi and Z. Y. Zhang, Transmission of Scalable Video over Networks, SPIE, Vol.5286, 441-444, Oct, 2003. (EI)

X. L. Shi and Z. Y. Zhang, A Modified Vertex-based Shape Coding Algorithm, Journal of Shanghai University, 6(1), 55-58, Mar, 2002.

(EI)

G. Xiao, X. L. Shi and P. An, An Optimized Context-based Adaptive Binary Arithmetic Coding Algorithm in Progressive H.264 Encoder, SPIE, Vol.6246, 62460S-1~ 62460S-8, April 2006. (EI)

X. L. Shi, An Improved Algorithm for Shape Matching Based on Multi-resolution, Journal of Image and Graphics, Vol.11, no.11 pp.1661-1664, 2006.

X. L. Shi, Study of DSP Experimental Teaching for Graduate Student in School of Communication and Information Engineering, Research and Exploration in Laboratory, Vol.24 No.3 P.57-59, 2005.

X. L. Shi and Z. Y. Zhang, Net Video Realizing by Using The Modified MPGE -4 Multi-scale Algorithm, Microelectronics & Computer, Vol.19 No.3 P.38-41, 2002.

X. L. Shi and Z. Y. Zhang, CSS Based VOP Shape Coding Algorithm, Journal of Image and Graphics, vol. 7, no.10, 1071-1076, Oct.2002.

PATENTS

X. L. Shi, Z.W. Pan, Z.Y. Zhang, and X. W. Wei: Movement perception model extraction method based on time-space domain. Shanghai University, October 6, 2010 : CN201010152494.7

X. L. Shi, Z.W. Pan, Z.Y. Zhang, and X. W. Wei : Rate control method based on video image segmentation techniques . Shanghai University, September 8, 2010 :CN201010152501.3

F. Guo, Z.W. Pan, G. W. Teng, Z.M.Yu, and X. L. Shi : Rate control method based on the human eye perceives model. Shanghai SVA (Group) Co., Ltd., September 16, 2009 : CN200910049042.3

J. H. Zhang, X. L. Shi, L. Q. Shen, J. Guo, and Z. Y. Zhang : Method of detecting characteristic movement region of video encode. Shanghai University, May 20, 2009 :CN200810203979.7

Q. T. Yang, G. W. Teng, Z. Y. Zhang, X. L. Shi, and J.Y. He : AVS intra prediction reference pattern extraction method . Shanghai SVA (Group) Co., Ltd., July 23, 2008 : CN200810033360 .6

G. W. Teng, Q. T. Yang, L.R. Wang, X. L. Shi, and Z. Y. Zhang: Infra-frame prediction method suitable for AVS encoding. Shanghai SVA (Group) Co., Ltd., July 16, 2008 : CN200810033262.2

X. L. Shi, J. H. Zhang, Z. Y. Zhang, and Z.W. Pan: Method for controlling self-adaption code rate based on space-time shielding effect, Shanghai University, CN200810040631.0

L.R. Wang, G. W. Teng, X. L. Shi, Z. Y. Zhang, and H. H. Zhai: The integer transform/quantization and inverse transform/quantization method based on AVS. Shanghai SVA (Group) Co., Ltd., May 21, 2008 : CN200710047354.1

G. W. Teng, J.Y. Liu, L.R. Wang, X. L. Shi, and Z. Y. Zhang : Loop filter hardware device and hardware realization method based on AVS, Shanghai University, April 30, 2008 : CN200710170743.3

G. W. Teng, X. L. Shi, L. R. Wang, J. Y. Liu, and Z. Y. Zhang: Fast intra-frame predicting mode selecting method based on AVS video coding, Shanghai University, March 12, 2008 : CN200710045232.9

H. J. Wang, X. L. Shi, and G. W. Teng, Real-time transmission control method / control protocols based h.264 streaming, Shanghai University,October 30, 2006: CN200610117729.2

Z. Y. Zhangi, T. J, and X. L. Shi: FGS improved video encoding method and codec . Shanghai University, September 28, 2005 : CN200510025263.9

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