引进外籍人才的利弊_外籍人才求职英文简历.docx

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1、引进外籍人才的利弊_外籍人才求职英文简历Stanford University, Stanford, CAM.S. degree in Engineering Economic Systems and Operations Research in June 2000.Ph.D. degree in Management Science and Engineering June 2004.Dissertation title: "Multi-agent learning and coordination algorithms for distributed dynamic resour

2、ce allocation."Dissertation advisor: Nicholas BambosMassachusetts Institute of Technology, Cambridge, MAB.S. degree in Mathematics in June 1997.M.S. degree in Systems Science and Control Engineering from the department of Electrical Engineering and Computer Science in June 1998. Master#39;s the

3、sis topic: Context-sensitive planning for autonomous vehicles operating in complex, uncertain, and nonstationary environments.EXPERIENCESun Microsystems Laboratories, Menlo Park, CAApril 2003 – Present: developing and implementing self-managing and self-optimizing capabilities in computer syst

4、ems, covering domains such as: cache-aware thread scheduling and CPU power management, dynamic sharing of CPU/memory/bandwidth, dynamic data migration in distributed storage systems, dynamic job scheduling and job pricing in cloud computing, dynamic user migration in distributed virtual environments

5、, etc.Principal investigator for the Adaptive Optimization project since 2006.Multiple patent applications filed, conference/journal papers published, multiple successful adaptive learning systems designed and implemented. The publicly available case studies are in the technical reports section of I

6、nference Systems Corp., Sunnyvale, CA Research ScientistApril 2002 – April 2003: Started a new research initiative in applying the ACFRL algorithm and the previously developed multi-agent coordination algorithms to power control in wireless networks. Published several conference papers on this

7、 topic. Results demonstrate an improvement by more than a factor of 2 in comparison with the algorithms used in IS-95 and CDMA2000 standards.April 2002 – April 2003: Wrote a Phase I STTR proposal to the Office of Naval Research and received funding for the topic of Perception-based co-evolutio

8、nary reinforcement learning for UAV sensor allocation. Developed theoretical algorithms and designed a practical implementation strategy, which demonstrated excellent results in a high-fidelity robotic simulator. Published a conference paper.October 1998 – April 2002: Wrote a proposal to the N

9、ASA Program in Thinking Systems and received multi-year funding for the topic of cooperation and coordination in multi-agent systems. Developed, evaluated, and published new Reinforcement Learning algorithms for dynamic resource allocation among distributed agents operating jointly in complex, uncer

10、tain, and nonstationary environments.Fall 2000: Developed a new algorithm for single-agent learning in noisy dynamic environments with delayed rewards: Actor-Critic Fuzzy Reinforcement Learning (ACFRL). Published a conference and a journal paper with a convergence proof for ACFRL. US patent (number

11、6,917,925) was granted for the ACFRL algorithm on July 12, 2005.ChainCast Inc., San Jose, CAAug 2000 – Oct 2000: Conducted a survey of techniques for dynamic updating of multicasting trees and suggested a novel approach based on using multi-agent learning.NASA Ames Research Center, Moffet Fiel

12、d, CA Summer 1998: Designed a framework for multiple agents operating in a complex, uncertain, and nonstationary environment. Agents learn to improve their policies using fuzzy reinforcement learning.SRI International, Artificial Intelligence Center, Menlo Park, CASummer 1998: Developed a methodolog

13、y for representing a replanning problem in the space of plans as a reinforcement learning problem.Bear, Stearns & Co., Inc. - Proprietory Trading Department, New York, NYSummer 1996, 1997: Conducted a comprehensive study of time series forecasting models with neural networks. Recommended a hybri

14、d model combining best features of the existing models and implemented it in C+.Summer 1995: Developed a stock forecasting system based on conventional econometric techniques and implemented it in SAS language. Gained exposure to various proprietary trading models.Alphatech, Inc., Burlington, MAFeb

15、1997 - May 1997: Developed an algorithm for optimal control of macroeconomic systems described by simultaneous-time equations and implemented it in MATLAB.Arthur Andersen, Inc., Boston, MAFeb 1996 - May 1996: Developed an internal System Dynamics cashflow model of startup businesses. Gained experien

16、ce in management level client interactions and in project presentation skills.Summer 1996: Independently designed a game theoretic bid forecasting system in procurement auctions for a large construction company. The project involved extensive on-site client interactions during model development as w

17、ell as a final presentation to the top level management.Property & Portfolio Research, Inc., Boston, MAFeb 1994 - May 1995: Designed a mortgage portfolio analysis model and implemented it in Visual Basic for Excel. Developed a methodology for grouping real estate time series using cluster and fa

18、ctor analyses in SPSS. Designed an optimal investment strategy for a class of mortgage backed securities based on the efficient frontier characteristics. Gained broad exposure to real estate markets and models.Donaldson, Lufkin & Jenrette, Inc. - Pershing Division, Jersey City, NJSummer 1994: De

19、veloped a stock forecasting system based on technical analysis and economic indicators. Developed a DJIA trading strategy based on S&P 500 futures and demonstrated its profitability.MIT Laboratory for Information and Decision Systems, Cambridge, MAAug 1993 - May 1994: Developed a trading strateg

20、y for US Treasury bonds based on multi-resolution wavelet analysis. Demonstrated its profitability as compared to the conventional moving average models.PROGRAMMINGC+, Java, MATLAB; Various packages for statistics, neural networks and system dynamics.PUBLICATIONSPublished 13 papers in refereed confe

21、rences, 8 journal papers, 1 book chapter. The complete list, including technical reports, is available at patents granted, 10 patent applications are currently under review at the US Patent Bureau.PERSONALUnited States Citizen. Fluent in Russian and English. Black belt and instructor in Tae Kwon Do.-Last updated 5/26/2009David Vengerov本文来源：网络收集与整理，如有侵权，请联系作者删除，谢谢！第7页 共7页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页第 7 页 共 7 页