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I am a Research Scientist specializing in Machine Learning, Natural Language Processing, Data Mining, Big Data technologies, Applied Math, and so on.I got my Master's degree from the University of Sydney in Australia, studying under Rafael Calvo. Before that I was an independent consultant/programmer, doing mostly Perl programming. Clients included the Walker Art Center in Minneapolis and the Howard Dean For America presidential campaign.Before that, I was a high school math teacher for a couple years, and before that I was a programmer at the Math Forum in Swarthmore, PA. At Swarthmore College, I majored in Math and Music.Specialties: Machine Learning, Text Mining, Information Retrieval, Support Vector Machines, the R Statistical environment, Python, Git, Perl, Perforce, Hadoop, Unix, computing with probability & statistics.
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Principal Data ScientistNextera Analytics Jan 2017 - PresentSt. Paul, Mn -
ContributorCpan 1998 - PresentContributed many distributions to the world's largest code archive network.
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Technology Team LeadSingers In Accord Jul 2009 - PresentMember of the board of managers (leadership team) responsible for organizational technology.
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Senior Data ScientistWindlogics Sep 2011 - Jan 2017St. Paul, MinnesotaMember of the Applied Mathematics group, working on problems related to wind farm management, energy production prediction, smart meter anomaly detection, and the like. The Applied Math Group directly serves the needs of our parent companies NextEra Energy, Inc. and Florida Power and Light, as well as internal initiatives of WindLogics.Key deliverables have included: * Prediction of wind turbine anomalies for the nation's largest provider of wind energy (NextEra) * Prediction of customer billing defaults using past billing behavior (FPL) * Prediction of large-scale outages in power utility distribution systems (FPL) * Detection of long-term drift and anomalous behavior in wind turbines' power output and their on-board anemometers * Collaboration on optimal dispatch models for battery systems to reduce customer peak billingKey technical achievements have included: * Pioneered graph database model for troubleshooting & navigating power distribution system (Neo4J) * Pioneered document datastore for computation & front-end of Generation Entitlement system (MongoDB) * Pioneered & sustained efforts to transition organization to a modern revision control system (Git) * Early development of distributed systems for big-data applications (Hadoop, Spark) * Led efforts to improve the software quality of the Applied Math Group using R package best practices, branch management, formal releases, and Atlassian Bamboo for automated testing. * Improved mechanisms for tight collaboration between R code and Java code through JNI (JavaR) -
Senior Research ScientistThomson Reuters Sep 2003 - Sep 2011I worked in the fields of machine learning, statistical inference, information retrieval, text mining, finite state automata and sequence alignment, and maintain interests in dynamic languages and research methodology. I was instrumental in the development of WestlawNext and continued to work on enhancements to its functionality. -
Director Of TechnologyCampstaff 1996 - 2004Swarthmore, PaFounding co-partner. Created the technical infrastructure behind a successful job-recruiting site. -
Independent ContractorSelf-Employed Sep 1998 - Aug 2003Provided contracting services in data-driven application development, including web-oriented database-centered development.
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AuthorO'Reilly Media Oct 2001 - Oct 2002Co-authored a book on Mason, a web content presentation platform for Perl: http://shop.oreilly.com/product/9780596002251.do -
TeacherWatershed High School Sep 2000 - Jun 2001Taught mathematics, computer science, chorus, chamber music, and music appreciation.
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Mathematics TeacherSt. Paul Academy & Summit School Aug 1999 - Jul 2000Taught 7/8th grade Algebra, 9th grade Algebra, and 12th grade Advanced Topics course.
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ConsultantDigital River 1998 - 1999Developed solutions for physical & digital fulfillment based on Oracle infrastructure. -
Project CoordinatorThe Math Forum @ Drexel 1994 - 1998Swarthmore, PaI co-founded the "Ask Dr. Math" project, a free service for students around the world. The project created a large archive of in-depth questions & answers on math topics from elementary through college levels. I also created the CGI-based infrastructure for managing queues of questions and answers and designed the public-facing web site.
Ken Williams Skills
Ken Williams Education Details
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Mathematics And Music -
Software Engineering, Machine Learning -
Mathematics And Music -
Mathematics & Music -
St. Paul Academy And Summit School
Frequently Asked Questions about Ken Williams
What company does Ken Williams work for?
Ken Williams works for Nextera Analytics
What is Ken Williams's role at the current company?
Ken Williams's current role is Data Scientist.
What is Ken Williams's email address?
Ken Williams's email address is kw****@****ics.com
What is Ken Williams's direct phone number?
Ken Williams's direct phone number is +161286*****
What schools did Ken Williams attend?
Ken Williams attended Swarthmore College, University Of Sydney, Swarthmore College, Swarthmore College, St. Paul Academy And Summit School.
What skills is Ken Williams known for?
Ken Williams has skills like Perl, Data Mining, Machine Learning, Programming, R, Unix, Natural Language Processing, Software Development, Git, Java, Information Retrieval, Hadoop.
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Ken Williams
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Ken Williams
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