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Naman Shukla

FLYR, Deepair Solutions LLC, University of Illinois Urbana-Champaign, Indian Institute of Technology Hyderabad

ORCID iD 0000-0002-2827-8659
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About

Naman is a Product Manager in the Data Science team at FLYR Labs , where he leads a team of data scientists to build exciting machine learning models that can bring value to existing revenue management systems for airlines. He is responsible for driving the development and implementation of advanced machine learning algorithms and statistical models that leverage contextual information to optimize pricing strategies for airlines.

Employment

  • FLYR Product Manager
    2023 - Present
  • Deepair Solutions LLC Data Scientist
    2019 - 2022

Education

  • University of Illinois Urbana-Champaign Masters of Science
  • Indian Institute of Technology Hyderabad BTech

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

  • Galactic Air Improves Ancillary Revenues with Dynamic Personalized Pricing
    INFORMS Journal on Applied Analytics 2022 DOI: 10.1287/inte.2021.1105
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  • Galactic Air Improves Airline Ancillary Revenues with Dynamic Personalized Pricing
    Available at SSRN 3836941 2021
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  • PenDer: Incorporating Shape Constraints via Penalized Derivatives
    Proceedings of the AAAI Conference on Artificial Intelligence 2021
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  • From Average Customer to Individual Traveler: A Field Experiment in Airline Ancillary Pricing
    Available at SSRN 3518854 2020
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  • Adaptive model selection framework: An application to airline pricing
    arXiv preprint arXiv:1905.08874 2019
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  • Dynamic pricing for airline ancillaries with customer context
    Proceedings of the 25th ACM SIGKDD International Conference on knowledge discovery & data mining 2019
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  • How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility?
    arXiv preprint arXiv:1909.10662 2019
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