Jeff Baker

Jeff Baker

Greater Chicago Area
500+ connections

About

Jeff is an Executive Supply Chain Leader with extensive experience in S&OP / IBP…

Activity

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Experience

  • MIT Center for Transportation & Logistics Graphic
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    Chicago, Illinois, United States

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    Greater Chicago Area

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    Naperville, IL

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    Naperville, IL

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    Naperville, IL

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    Greater Chicago Area

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    Naperville, IL

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    Greater Chicago Area

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    Naperville, IL

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    Midland, MI

Education

  • Massachusetts Institute of Technology Graphic

    Massachusetts Institute of Technology

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    Masters Thesis: Effect of override size on forecast value add

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    Activities and Societies: I have served as a Community Teaching Assistant (CTA) for all five of the Supply Chain MicroMasters courses - SC0x, SC1x, SC2x, SC3x and SC4x.

    The MIT MicroMasters credential in Supply Chain Management is a standalone certification
    program designed and administered by MIT’s Center for Transportation & Logistics (CTL)
    and supported by the Office of Digital Learning (ODL). The MicroMaster’s credential consists
    of five intensive on-line courses covering all aspects of logistics and supply chain
    management along with an in-person, proctored capstone exam.

  • Executive MBA program

  • Activities and Societies: ACS, AIChE

    I served on the board of the student AIChE chapter, launched the student newsletter, and completed 2 undergraduate thesis projects - one in Chemical Engineering, one in Chemistry.

Licenses & Certifications

Publications

  • Maximizing Forecast Value Added through Machine Learning and “Nudges”

    Foresight: The International Journal of Applied Forecasting

    Maximizing Forecast Value Added through Machine Learning and “Nudges” by Jeff Baker
    Is it possible to determine in advance whether a certain action will add enough value to justify its cost? This is the question addressed in our feature article. The author applies machine-learning methods to predict the FVA of a judgmental override from the characteristics of the override—its direction and size—along with the forecastability of the series. The article introduces several new constructs: the…

    Maximizing Forecast Value Added through Machine Learning and “Nudges” by Jeff Baker
    Is it possible to determine in advance whether a certain action will add enough value to justify its cost? This is the question addressed in our feature article. The author applies machine-learning methods to predict the FVA of a judgmental override from the characteristics of the override—its direction and size—along with the forecastability of the series. The article introduces several new constructs: the threshold FVA, the dispersion-scaled override, and the use of nudges rather than rigid rules to prompt forecasters to consider the desirability of overriding a statistical forecast. Robert Fildes and Michael Gilliland provide Commentaries.

    See publication
  • Cross-Disciplinary Approaches to Supply-Chain Issues

    Foresight: The International Journal of Applied Forecasting

Courses

  • APICS - Advanced Instructor Skills

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  • APICS - Learning Dynamics for Instructors

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  • APICS - Train the Trainer

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  • Global Supply Chain Management Program (Northwestern University Kellogg School of Management)

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  • Supply Chain Financial Analysis Workshop

    MIT CTL

Honors & Awards

  • Excellence in Business Forecasting and Planning

    Institute for Business Forecasting and Planning

    Winners of this award are at the top of forecasting, demand planning and S&OP disciplines, displaying an exceptional level of insight, expertise and knowledge that progresses the field. Winners have a track record of establishing demand planning and forecasting as collaborative business processes or advancing the field through innovation of the latest techniques and methodologies.

  • Pros to Know

    Supply and Demand Chain Executive

    The Pros to Know Awards recognize supply chain executives that are leading initiatives to help prepare their companies’ supply chains for the significant challenges of today’s business climate.

  • Steel Performer Award

    Steelwedge

    For Outstanding Performance in the Company by exemplifying an agile, open and passionate approach to customer success.

Organizations

  • APICS - Fox River Chapter

    President, Executive Vice President, Board of Directors, Director of Education and Certification; CSCP and CPIM Master Instructor

    - Present

    The Fox River Chapter of APICS has been serving the west and southwest suburbs of Chicago since 1977. We are a Platinum Certified APICS Chapter.

  • IBF - Institute of Business Forecasting

    Ambassador for Chicago Area

    - Present

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