Barry G. Becker
30556 Meridien Circle 
Union City, CA 94587 
(510) 471-2050 

Create software to visualize information.


    2/2016 - present: Senior Developer on ESI Mineset, ESI-Group
8/2014 - 2/2016: Senior Developer on Mineset, SGI
Redesigned legacy 3D native visualizations in a 2D web app using D3 and other modern web technologies. Enabled visualization to work with "big data" by implementing viz aggregation in scala on the server using Apache Spark.  Replaced legacy MLC++ machine learning algorithms with Apache Spark implementations. Filed patents for pixel perfect rendering of bar charts, and 2D Naive Bayes Visualization.

    9/2007 - 8/2014: Technical Lead, PROS, Inc
3/2006 - 9/2007: Senior Developer, PROS, Inc
Designed and implemented interactive pricing specific charts and reports for the Scientific Analytics product. Some of the custom visualizations implemented in Flex/actionscript/javascript were: HeatMap, DemandSensitivity, Waterfall, BandAnalysis, PivotTable, MarginDrivers, and GoalsView. Helped implement generic view editor for configuring analytics views. Experience with Hadoop, Impala, Mahout, SaaS, odata4j, D3, gradle.

   10/2004 - 2/2006: Senior Software Engineer, Metreo, Inc
Designed and implemented interactive pricing specific SVG charts and reports for the Vision product. Built widgets for a dynamic AJAX based Flex-like user interface framework. Used these widgets to construct a deal analysis dashboard that could be embedded in other pricing applications.

    5/2002 - 10/2004: Senior Visualization Engineer, Blue Martini Software
1/2000 - 5/2002: Manager, Data Visualization, Blue Martini Software
Helped develop several web-based applications including a customer profiler, expression builder, relationship marketing control graph applet, and java web start deployed visualization application. My group was responsible for introducing powerful interactive data exploratory tools, that could export their results in easy to understand web-deployed reports. Worked closely with the data mining and analytical services group to ensure that our charting components addressed the needs of the customer, and were able to handle specialized e-commerce data. Built the tools in java taking advantage of thirdparty libraries from OpenViz and Tom Sawyer. 

    9/1999 - 1/2000: Technical Lead on MineSet project, SGI
    10/1995 - 9/1999: Software Engineer on MineSet project, SGI
Developer of 3D information visualization paradigms for MineSet. MineSet is a client/server application which combines data mining with visualization to achieve knowledge discovery and decision support. Created new visualization schemes for volumetric display of relational data, and for interacting with the results from various mining algorithms such as Naive Bayes classifiers, and decision table classifiers.  Implementation was based on C++,  Open Inventor, and Motif (on Irix), and MFC and Active X (on Windows). Duties included: providing training, pushing out 6 manufacturing releases, writing extensive documentation, preparing and analyzing datasets, and interacting with customers. Obtained 5 US Patents during the course of this work: US Pat. Numbers 5,861,891; 6,034,697; 5,930,803; 6,301,579; 6,373,483.
    6/1998 - 9/1999: Oversaw the efforts of 5-7 visualization engineers and interns, and managed collaborative relationships with professors and graduate students at three Universities. 

    1/1993 - 10/1995: Computer Scientist, Lawrence Livermore National Laboratory
Investigated new techniques for vector field visualization as part of an internal  research project. The results have been incorporated into a suite of Iris Explorer modules. Created a class hierarchy of mesh independent visualization algorithms for vector fields. 

    7/1990 - 12/1992: Student-Employee, Lawrence Livermore National Laboratory
Developed a method to smoothly transition between bump rendering algorithms so that scale changes during animation would be graceful. Presented a paper and an animation in SIGGRAPH '93.

    3/1991 - 6/1991: Teaching Assistant, UC Davis.
Led discussions and graded exams for an introductory freshman computer science class.

    6/1988 - 8/1989: GE intern, General Electric CR&D.
Encoded algorithms for computing and displaying applied potential tomography simulations using finite element methods. Also worked on developing the Over The Horizon radar project.

    6/1987 - 8/1987: Courseware Developer, RPI (NSF fellowship).
Designed interactive software tutorials for a data structures course.


    MS in Computer Science, December, 1992,
University of California, Davis.
    BS in Mathematics, December, 1992,
Rensselaer Polytechnic Institute, Troy, NY.
    BS in Computer Science, May, 1990,
Rensselaer Polytechnic Institute, Troy, NY.

    bb4-games - A java game playing framework. Uses AI search algorithms to allow computers to play against humans.
    bb4-puzzles - A java puzzle framework with generator and solver implementations for puzzles like Sodoku, Hi-Q, Tantrix, and others.
    bb4-simulations - A java framework for creating simulations for things like reaction diffusion, fractals, and fluid dynamics.
    bb4-optimization - A collection of heuristic optimization algorithms used in many of my other projects.
    TutorMatch - Uses Google Apps Script to match student tutors with those needing tutoring.
    All projects available at


Speaker at Spark Summit 2017, San Francisco, Visualization of Enhanced Spark Induced Naive Bayes Classifier.

Brainerd, Jeffrey, Barry Becker, "E-Commerce Clickstream Visualization", IEEE
       Information Visualization Symposium Proceedings,  Oct., 2001.

Camuto, Matthew, Roger Crawfis, Barry Becker, "Approximating Scatterplots of Large Datasets Using Nominal Splats",
        Proceedings of Visual Data Exploration and Analysis VII,  Jan., 2000, San Jose CA.

Kurt Thearling, Barry Becker, Dennis DeCoste, Mill Mawby, Michel Pilote, and Dan Sommerfield,
       "Visualizing the Simple Bayesian Classifier", Information Visualization in Data Mining and Knowledge Discovery",
       edited by Usama Fayyad, Georges Grinstein, and Andreas Wierse, Morgan Kaufmann, 2001.

Becker, Barry, Ronny Kohavi, Dan Sommerfield, "Visualizing the Simple Bayesian Classifier",
       Information Visualization in Data Mining and Knowledge Discovery,  edited by Usama Fayyad, Georges Grinstein,
       and Andreas Wierse, Morgan Kaufmann, 2001.

Becker, Barry, "Visualizing Decision Table Classifiers", IEEE Information Visualization Symposium Proceedings,
       p102-105, Oct., 1998.

Becker, Barry, "Volume Rendering for Relational Data", IEEE Information Visualization Symposium Proceedings,
       p87-90, Oct.,1997.

Becker, Barry, "Using MineSet for Knowledge Discovery", IEEE Computer Graphics &Applications,
       vol. 17, No. 4, p75-78, Aug., 1997.

Participant on the 'Information Shootout' Panel, organized by Georges Grinstein,
       IEEE visualization '96 and  '97 conferences.

Becker, Barry, David Lane, Nelson Max, "Unsteady Flow Volumes", Proceedings of Visualization '95,
       Atlanta GA, Oct., 1995.

Max, Nelson, Barry Becker, "Flow Visualization using Moving Textures", Visualizing Time-Varying Data,
       ICASE/LaRC Symposium, Williamsburg VA, Sept., 1995.

Becker, Barry, "Grid Independent Flow Visualization", Presentation at the 4th SIAM conference on Geometric Design,
       Nashville TN, Nov., 1995. also presented as an invited talk at NASA Ames research facility, Oct, 1995.

Max, Nelson, Roger Crawfis, Barry Becker, "Applications of Texture Mapping and Flow Visualization",
       Proceedings of GraphiCon '95, St. Petersburg, Russia, July, 1995.

Crawfis, Roger, Nelson Max, Barry Becker, "Vector Field Visualization", IEEE Computer Graphics & Applications,
       vol. 14, No. 5, p50-56, Sept., 1994.

Stein, Clifford, Barry Becker, Nelson Max, "Sorting and Hardware Assisted Rendering for Volume Visualization",
       Symposium on Volume Rendering, ACM Press, New York, p83-89,Oct., 1994.

Max, Nelson, Roger Crawfis, Barry Becker, "New Techniques in Scalar and Vector Field Visualization",
        Proceedings of the First Pacific Conference on Computer Graphics & Applications, Pacific Graphics '93,
        vol. 1, Seoul, Korea, Aug., 1993.

Crawfis, Roger, Nelson Max, Barry Becker, Brian Cabral, "Volume Rendering of 3D Scalar and Vector Fields at LLNL",
       Proceedings of Supercomputing '93, p570-576, Nov., 1993.

Max, Nelson, Barry Becker, Roger Crawfis, "Flow Volumes for Interactive Vector Field Visualization",
       Proceedings of Visualization'93, San Jose, CA, p19-23, Oct., 1993.

Becker, Barry, Nelson Max, "Smooth Transitions between Bump rendering Algorithms",
       Proceedings of SIGGRAPH 1993, Computer Graphics, p183-190, Aug., 1993.

Becker, Barry, "Smooth Transitions between Rendering Algorithms During Animation",
       Masters Thesis, University of California at Davis, LLNL, Dec., 1992.

Max, Nelson, Barry Becker, "Bump Shading for Volume Textures", IEEE Computer Graphics & Applications,
       Vol. 14 No.4, p18-20, July, 1992.

Glinert, Ephraim, Meera Blattner, Barry Becker, "Techniques for Interactive 3-D Scientific Visualization",
       Technical Report, Rensselaer Polytechnic Institute, Dec., 1990.

Hussain, Moayyed, Ben Noble, Barry Becker, "Finite Element Analysis for an Inverse Problem in Electrical Tomography",
       ASME International Computers in Engineering Conference & Exhibit, Anaheim, CA, July, 1989.

Hussain, Moayyed, Ben Noble, Barry Becker, "Network Analogy for the Inverse Problems of Applied potential and
       Electrical Current Tomography", Bioheat Transfer, ASME annual meeting, San Francisco, CA, Dec., 1989.

    Available upon request.