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Omar Malik

Associate Professor in the School of Management

Disciplines

  • Business
  • Engineering
  • Social and Behavioral Sciences

Research Interests

  • My research interests span three domains: Strategy, International Business and Data-science. My current research that intersects strategy and data-science looks at the emergence of data-science, as a dynamic capability, in business organizations. This research takes a mixed-methods approach to examining emergence of dynamic capabilities. In a separate paper, I am also looking at ‘Big Data’, as a social-science concept, and clarifying its theoretical value. Over the last few years, I have developed deep skills in visualization, advanced statistics and Machine Learning (ML). I will be applying these skills in applied research within organizations by developing ML models that facilitate organizational decision-making. In this context, I am working on a Natural Language Processing (NLP) application that evaluates the quality of contractual agreements between various parties. This is an application of ML to the legal domain. I am especially interested in applications of neural networks and reinforcement learning within organizations.

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  1. Engineering

Discipline

    1. Engineering
    2. Mechanical Engineering 1
    3. Industrial Engineering 1
    4. Social and Behavioral Sciences 1
    5. Business 1

Research Interest

    1. Metal Casting, Process Development, Failure Analysis 1
    2. My research interests span three domains: Strategy, International Business and Data-science. My current research that intersects strategy and data-science looks at the emergence of data-science, as a dynamic capability, in business organizations. This research takes a mixed-methods approach to examining emergence of dynamic capabilities. In a separate paper, I am also looking at ‘Big Data’, as a social-science concept, and clarifying its theoretical value. Over the last few years, I have developed deep skills in visualization, advanced statistics and Machine Learning (ML). I will be applying these skills in applied research within organizations by developing ML models that facilitate organizational decision-making. In this context, I am working on a Natural Language Processing (NLP) application that evaluates the quality of contractual agreements between various parties. This is an application of ML to the legal domain. I am especially interested in applications of neural networks and reinforcement learning within organizations. 1

Organization

    1. Department of Mechanical Engineering 3
    2. Department of Industrial & Manufacturing Engineering 2
    3. Electrical Engineering 1
    4. Department of Electrical & Computer Engineering 1
    5. School of Management 1

Position

    1. Faculty Member 5
    2. Emeritus Faculty 1
    3. Industry Professional 1