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CV Breakdowns: Professional Skills • Specialties • Education • Work Experience • Honors & Awards • Research • Publications • Affiliations • Activities • Training
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Resume
Summary of Skills
  • Accumulated 10 years of software development experience in various projects in industry, research facilities, and independent contracts, with more than 5 years of solid work experience in the IT domain of industry (supervisory level) and universities
  • Extensive research experience in application of Machine Learning techniques in multiple domains such as financial market, bioinformatics, and network security. Experience with complex data analysis, manipulation, and modeling
  • Experience with system and security related business management, risk assessment and business impact analysis, as well as contingency planning and policy implementation
  • Fluent in Mandarin, Cantonese, and English; Moderate in Shanghainese
Specialties
  • Programming Language: Java, Python, C#, C/C++, SQL, Oracle P/L SQL, MATLAB, Shell Script, VB
  • Web development: Java EE, Struts, Hibernate, Grails, Joomla, AJAX, JavaScript, PHP, HTML, CSS, ASP, IIS, Apache Tomcat
  • Database: Oracle 10g, MySQL, MS Access
  • Operating Systems: MS DOS, MS Windows, UNIX (AIX), Linux
  • Solid experience in Web development, DB design, OO design and programming.
  • Experienced in Hadoop, Weka, R, Graphviz, VMware, TortoiseSVN, Check Point Firewall, McAfee IPS, Barracuda Spam Firewall, IBM Tivoli Workload Scheduler, Comverse Kenan FX Billing Engine, Comptel InstantLink
Educational Background

Ph.D. Candidate in Computer Science, The University of Georgia, Athens, Georgia, USA (Expected 08/2013)
  • Cumulative GPA: 3.83/4.0
  • Research Focus: Machine learning in the domains of financial market, bioinformatics, and network security

B.Eng. in Computer Science and Technology, Shanghai University, Shanghai, China (2006)
  • Overall GPA : 3.2/4.0, Major GPA : 3.7/4.0
  • Worked in the area of network computing and distributed systems

High School Diploma in Science, The Workers' Children High School, Macau S.A.R. (2002)

Work Experience

IBM T.J. Watson Research Center
  • Research Intern, Services Innovation Lab., 05/2012 - 08/2012
    • Conduct research in the Cloud Performance and Availability Management area. Implement solutions with Java and apply various Machine Learning and Natural Language Processing techniques to automatically detect and consolidate ticket data that caused by the same root cause to effectively reduce corresponding management costs

The University of Georgia
  • Research Assistant, Department of Computer Science, 05/2009 - Present
    • Apply Machine Learning techniques to solve problems in the domains of Cancer Prediction, Network Level Malware Detection, Real Time System Scheduler Optimization; Financial Market Prediction, and Gene Classification, etc.
  • Software Engineer, Department of Pathology (College of Veterinary Medicine), 08/2009 - Present
    • Lead developer of the Web-based Noah's Arkive content management system
    • Develop components for the VetView system with JasperReports and Grails
    • Provide software development and IT solutions to the department
Cable & Wireless Communications (LSE: CWC) Macau Branch (CTM)
  • Senior IT Specialist, IT Infrastructure (Security), 02/2008 - 08/2008
    • Developed information and network systems security solutions
    • Performed security incident response, investigation and compliance Review
    • Performed administration on security equipments (IPS, VPN, Firewall, etc.)
    • Managed change controls, and coordinated all Disaster Recovery drills and plans (both division and company level)
  • Analyst Programmer,IT Support & Development, 10/2007 - 01/2008
  • Assistant Analyst Programmer, IT Support & Development, 12/2006 - 09/2007
    • Cooperated with Tata Consultancy Services to implement and support the Kenan Billing System for the company
    • Provided software development for business automation (Java and shell script programming, Oracle DB, UNIX system)
    • Provided software development and support to the Telecommunications Provisioning area
    • Provided mainly support to the IBM Tivoli Workload Scheduler (Application Level)

Webasto AG. (Munich, Germany)
  • Intern - IT, 07/2005 - 10/2005
    • Provided software development for the company with Delphi and VBA
    • Built the Content Management System for the department, the system is used daily by over 100 staffs for scheduling and managing the availability of all testing chambers

Longman Schools (Shanghai), Pearson Education
  • Spoken English Teacher, 12/2005 - 07/2006
    • Taught students about the skills of spoken English. Students are adults who are able to handle basic communication in their own field, from different classes of society, including those from universities

Shanghai University
  • Drillmaster, Karate Association, 09/2002 - 03/2006
    • Trained members in our association, including self-defense and fighting
Honors and Awards

Academic
  • Graduate Assistantship (stipend plus full tuition). Awarded by The University of Georgia, 2008-2009; Awarded by the Department of Pathology at The University of Georgia College of Veterinary Medicine, 2009-2010; 2010-2011; 2011-2012
  • Excellent Paper Award. Awarded by Shanghai University, 2006
  • 2nd Class Scholarship. Awarded by Shanghai University, 2005
  • Elite Student Representative. Recognized by Shanghai University and participated in the exchange program between Shanghai University and Ludwig Maximilian University of Munich, 2005
  • Undergraduate Research Assistantship. Awarded by School of Computer Engineering & Science at Shanghai University, 2005
  • 3rd Class Scholarship. Awarded by The Workers' Children High School Macau, 2001

Miscellaneous
  • 1st Runner Up of "Treasure Hunt Competition" (Management Competition). Awarded by Macau Management Association, 2008
  • National Team Member. Represented Macau S.A.R. in the 2nd World Junior Karate Competition, 2001
  • Black Belt 1st Dan. Awarded by the World Karate Federation (WKF), 2001
  • Best Player Award. Awarded by the Macau Karate Association of SHINBUKAI, 2001
  • National Team Member. Represented Macau S.A.R. in the 5th Asian Junior Karate Competition, 2000
Research

Research Interests
  • Machine Learning
  • Evolutionary Computation
  • Artificial Intelligence
  • Computer & Network Security
  • Computational Biology

Ongoing Research Projects (Detail)
Scientific Publication (Peer Reviewed)

  1. Roberto Perdisci and ManChon U; "VAMO: Towards a Fully Automated Malware Clustering Validity Analysis", The 28th Annual Computer Security Applications Conference (ACSAC 2012), pp.329-338, Orlando, FL, USA, 2012. (Acceptance Rate: 19%)

  2. ManChon U, Chiahsun Ho, Shelby Funk and Khaled Rasheed; "GART: A Genetic Algorithm based Real Time System Scheduler", Proceeding of 2011 IEEE Congress on Evolutionary Computation (IEEE CEC 2011), pp.886-893, New Orleans, LA, USA, 2011

  3. ManChon U, Zhen Li; "Public Goods Game Simulator with Reinforcement Learning Agents", Proceeding of The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, pp.43-49, Washington DC, USA, 2010

  4. ManChon U, Khaled Rasheed; "A Relative Tendency Based Stock Market Prediction System", Proceeding of The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, pp. 949-953, Washington DC, USA, 2010

  5. ManChon U, Vasim Mahamuda, Khaled Rasheed; "On the Scalability of Supervised Learners in Metagenomics", Proceeding of The Ninth International Conference on Machine Learning and Applications (ICMLA 2010), IEEE, pp. 803-807, Washington DC, USA, 2010

  6. Vasim Mahamuda, ManChon U, Khaled Rasheed; "Application of Machine Learning Algorithms for Binning Metagenomic Data", Proceeding of The 2010 International Conference on Bioinformatics & Computational Biology (BIOCOMP'10/ISBN:1-60132-132-5/CSREA), pp.:68-74, Las Vegas, USA, 2010

  7. ManChon U, Shen Wenfeng, Xu Weimin, Zhu Yonghua; "A Scalable Service Discovery and Resource Assignment Scheme for Network Computing Systems", Proceeding of The 2007 International Conference on Internet Computing (ICOMP'07/ISBN:1-60132-044-2/CSREA), pp.:96-102, Las Vegas, USA, 2007

  8. Man-Chon U, ZHU Yong-hua, XU Wei-min; "Study and implementation of the Server-Centralized Service-Oriented Infrastructure for Network Computing", 2006 National Open Distributed and Parallel Computing Symposium (DPCS2006), Xi' an, China, 2006. MICROELECTRONICS & COMPUTER (Chinese Core Journal, ISSN : 1000-7180(2006)S0-0253-03), Vol.23, No.z1, P.253-255, 2006
Professional Affiliations

  • Member, The Institute of Electrical and Electronics Engineers (IEEE)

Professional Activities

Training History

Technical
  • Linux/ Unix Security, 15 hrs, ended 03/2008
  • Java SE6.0 Programming Language Intermediate Level (Sun official course SL-275), 45 hrs, ended 12/2007
  • ORACLE10g DBA Career Program (OCP),102 hrs, ended 10/2007
  • UNIX Shell Script & Programming, 24 hrs, ended 05/2007
  • Oracle Database 10g: Program with PL/SQL (10gPLS), 30 hrs, ended 04/2007
  • Microsoft .NET 2005 Training VS05-MSE02C -- Microsoft Visual Studio 2005, 18 hrs, ended 04/2007

Management
  • Becoming an Effective Negotiator, 6 hrs, ended 04/2008
  • Enterprise Risk Management, 6hrs, ended 01/2008
  • Stress Management, 6 hrs, ended 10/2007
  • Time Management Workshop, 6 hrs, ended 09/2007
  • Understand Social Style - Enhance Interpersonal Relationship Workshop, 6 hrs, ended 08/2007
 
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