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Stuart Crawford is a Retired at Self Employed. He possess expertise in analytics, predictive analytics, enterprise software, predictive modeling, software development and 34 more skills. Colleagues describe him as "I consider myself extremely fortunate to have worked under Stuart's supervision. He has an amazing ability to translate business problems into abstract technical problems and assign them to the right people. I was witness to his great visionary skills as I saw small prototypes being developed into rich-featured applications. As a manager, he took a great interest in shaping my career with continuous support and encouragement. He certainly has played very big part in my career growth.", "I am very fortunate to work under Stuart at FICO Core Research. He is knowledgeable, visionary, yet attentive to the details of implementations and solutions. Stuart very much encourages creative and innovative ideas, with his deep knowledge of both analytics and software, he provides great guidance on the direction of solutions. Stuart is very approachable and hands-on even though he is a senior leader at FICO. He is not only interested in "Mission Accomplished State", he would always personally try out the new features and functions, and give demos to both internal and external clients himself. He meet with the group on weekly basis to discuss details of the projects, provide both technical and business direction outside of the group and the company. Stuart is a great asset to any organization. He is a visionary leader, a respectful colleague and above all he is a very genuine person.", and "Stuart was my manager's manager at FICO. He met with us at least once a week and his door was always open. He loved to be in on our team's technical discussions and brainstorming, and he always contributed something, but he didn't dictate direction or micromanage; he has that delicate balance of being technically competent to make lower-level decisions, but trusting that his people can put together something better than he alone could do, if he gives them the freedom. Stuart was very personable and knowledgeable, and he loved to learn and share more about any subject that could possibly inform our work. He made a point of getting to know everyone under him in the hierarchy and ensuring he was approachable. He was inspiring to work for."
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Retired!Self Employed Feb 2019 - PresentSatellite Beach, Florida, Us -
Svp Algorithms And Data ScienceJawbone Health Mar 2017 - Feb 2019San Francisco, California, Us -
Vp Algorithms, Data Science And AnalyticsJawbone Apr 2012 - Mar 2017San Francisco, Ca, UsI was responsible for the application of machine learning and statistical technologies to the development of predictive models applied to the problems of step counting, sleep stage analysis, sleep detection, distance estimation, caloric burn estimation, activity detection, activity classification, activity learning, and food image classification. In addition, in my Data Science role, I was responsible for development of the “big-data” models that continually run against the aggregated data contributed by the entire user community. I was also responsible for the design and evaluation of large-scale experiments designed to evaluate model performance. Finally, I was responsible for the signal processing efforts that generate much of the raw material that provides input to the predictive models themselves. -
Vp Scoring Analytics And Predictive ModelingFico Mar 2011 - Apr 2012Bozeman, Montana, UsDuring this period I was responsible for all technical aspects of the development of the classic FICO score as well as a variety of other scoring products. My particular focus is twofold: accelerating the rate at which such scoring products can be developed, and developing new analytic techniques that can increase the predictive power of the scores themselves. -
Vp Core ResearchFico 2007 - Feb 2011Bozeman, Montana, UsDuring this period I managed the Predictive Technology and Decision Technology groups, as well as a Software Prototyping Group. In addition to the usual management responsibilities, I was personally responsible for the development of new algorithms and applications that could transform a decision tree into a much more compact representation in such a way that all of the decision logic was preserved. On average, decision trees could be reduced in size by 25% but one remarkable application reduced a 30,000 node decision tree to a graph structure with only 480 nodes. I also developed mechanisms for logically comparing decision trees and assembling complex decision trees from independent “chunks” of decision logic. This work has involved the filing of four patents. During this period I also assembled a high performance software development team in Bangalore, recruiting and hiring from several of India’s IITs. This team was used to great advantage along with their US counterparts, achieving near 24 hour software development output.
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Vp Product DevelopmentFico 2004 - 2006Bozeman, Montana, UsDuring this period I took over management of the development team responsible for Fair Isaac’s myFICO.com consumer-facing website. The team was inefficient to the degree that it was viewed by the executive staff as dysfunctional, some of whom argued to shut it down and outsource the development. I was able to diagnose the issues facing the team (they were using shrink-wrap software development methodologies for a web-based product), institute overhauls, carry out headcount reduction and replacement, and transform the team into one that was widely recognized as one of the most efficient and innovative in the company.
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Vp Product DevelopmentFico 2002 - 2004Bozeman, Montana, UsDuring this period I was significantly involved in the activities leading up to the eventual acquisition of HNC software. Once HNC was acquired I managed development teams from both legacy HNC and Fair Isaac. In total, the headcount here was close to 200. There was significant overlap, however, in the functions of the products offered by both companies. I was charged with developing a plan for merging the products in a way that the best of both could be kept and the overlap discarded. I was also asked to restructure the development teams so that they could work together on the unified products.
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Vp Research And DevelopmentFico Jan 1999 - Jan 2002Bozeman, Montana, UsDuring this period I was the co-inventor of Strategy Science, an innovation that was referred to as the "Third Revolution in Decision Technology" (credit scoring and adaptive control for strategy automation were the first two) in various Fair Isaac press releases. This new technology enabled Fair Isaac to optimize the portfolios of financial institutions subject to constraints, transform the optimal solutions into interpretable decision trees, and deploy those trees into the enterprise. The initial Strategy Science offering was for Credit Card line optimization and it successfully increased profits anywhere from 5% to 35% depending on the aggressiveness of the strategy.
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Vp Research And DevelopmentFico Jan 1998 - Jan 1999Bozeman, Montana, UsAfter Fair Isaac's acquisition of Prevision, Inc. I searched for opportunities to apply Prevision's technologies to Fair Isaac's business. I was responsible for the engineering activities required to transform those technologies into shipping products. These products were to subsequently form the foundation for Fair Isaac's Strategy Science offering.
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Director Of Technology DevelopmentOracle Jan 1997 - Jan 1998Austin, Texas, UsI was responsible for the development of new AI technologies, and for the application of those technologies to new consulting efforts. My primary focus was a joint effort with General Electric, prototyping an application that constructed a hierarchical representation of jet engines, stored that representation in an object-oriented database, and performed inference over that representation. -
Vp EngineeringPrevision, Inc Jan 1997 - Jan 1998As a co-founder of this small startup, I was responsible for all of the engineering activities. This involved software concept and architecture, coding guidelines, QA methodologies, hiring, and training. I actively managed the development of two decision technology applications, writing almost all of the decision tree inferencing and memory management code myself. I was deeply involved in the process that led to the eventual acquisition of the company by Fair Isaac Corporation.
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Senior Engineering ManagerApple Computer Jan 1994 - Jan 1997Cupertino, California, UsI managed both the Recognition team and the Applications team for the Newton OS. Every aspect of the OS that the user interacted with was developed by one of the two teams I managed. In addition to my management duties, I was also responsible for overhauling the way in which the recognition system used dictionaries and for defining a statistically sound approach for evaluating improvements in recognition accuracy. During this period, the 2.0 version of the Newton OS was released to much critical praise. In particular, handwriting recognition was extremely well accepted, and viewed as "Nothing short of incredible" by MacUser magazine staff. -
Senior Software EngineerGo Corporation Jan 1992 - Jan 1994While at GO, I focused on the design and development of the handwriting recognition system, and my responsibilities encompassed the entire handwriting recognition problem. I was solely responsible for increasing the performance and accuracy of the shape matching algorithms, developing data analysis tools for recognition research, designing and implementing new handwriting client APIs, developing a recognition engine for Japanese Kana characters, and acting as the primary technical liaison with the handwriting ISVs.
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Principal Research ScientistAdvanced Decision Systems Jan 1987 - Jan 1992My position in the Research and Core Technology department involved managing project teams and acting as a company-wide technology consultant. My role as a project manager typically involved designing the class hierarchy for object-oriented applications, assigning tasks to project staff, and managing the application development process. In addition, I always maintained a significant role in code development. I led the design and development of a variety of applications, such as a tool to learn retrieval rules for a full-text information retrieval system, an environment for graphically configuring and monitoring a network for distributed evidential reasoning, an application for animation and visualization of multi-dimensional data, and a tool to apply genetic optimization techniques to graphical data analysis procedures.
Stuart Crawford Skills
Stuart Crawford Education Details
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Stanford UniversityMathematical Methods -
Stanford UniversityStatistical Computing
Frequently Asked Questions about Stuart Crawford
What company does Stuart Crawford work for?
Stuart Crawford works for Self Employed
What is Stuart Crawford's role at the current company?
Stuart Crawford's current role is Retired.
What is Stuart Crawford's email address?
Stuart Crawford's email address is sc****@****one.com
What is Stuart Crawford's direct phone number?
Stuart Crawford's direct phone number is +141523*****
What schools did Stuart Crawford attend?
Stuart Crawford attended Stanford University, Stanford University.
What skills is Stuart Crawford known for?
Stuart Crawford has skills like Analytics, Predictive Analytics, Enterprise Software, Predictive Modeling, Software Development, Data Mining, Product Management, Strategy, Start Ups, Algorithms, Process Improvement, Entrepreneurship.
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