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About

Marzieh Khakifirooz has a Ph.D. in Industrial Engineering and Engineering Management and an M.S. degree in Industrial Statistics from the National Tsing Hua University (NTHU), Hsinchu, Taiwan. Currently, she is an assistant professor at the Department of Industrial Engineering, Tecnológico de Monterrey, Mexico. She has outstanding practical experience from her various global consultancies for high-tech industries. Her research interests include the application of optimization in smart manufacturing, Industry 4.0, decision making, and machine teaching. She is an active member of System Dynamic Society, Institute of Electrical and Electronics Engineers (IEEE), and Institute of Industrial and Systems Engineers (IISE).

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Skills

Experience

Assistant Professor

Tecnológico de Monterrey, Mexico

Nov-2019 to Present
Quality Engineer Consultant

Micron Technology

Jan-2018 to May-2018
Lecturer

National Tsing Hua University (NTHU)

Jan-2015 to Dec-2018
Research Assistant

Academia Sinica

Mar-2014 to Dec-2014
Big Data Analyzer (Summer Intern)

AUO

Jul-2015 to Aug-2015

Education

National Tsing Hua University (NTHU)

PhD in Industrial Engineering

Passout Year: 2018
National Tsing Hua University (NTHU)

M.Sc. in Industrial Statistics

Passout Year: 2014

Publication

  • dott image October, 2022

Robust-heuristic-based optimisation for an engine oil sustainable supply chain network under uncertainty

This study configures various carbon regulation mechanisms to control carbon emissions following clean technology strategies in engine oil production. Considering clean technology strategies...

  • dott image October, 2022

An Integrated Model of Scenario Planning, Business Model Canvas, and Financial Modeling for the Early-Stage Enterprise Valuation

This paper reports an integrated model for evaluating an early-stage third-party mobile application developer. By combining qualitative analyses, including Business Model Canvas (BMC), stren...

  • dott image October, 2022

Robust-heuristic-based optimisation for an engine oil sustainable supply chain network under uncertainty

This study configures various carbon regulation mechanisms to control carbon emissions following clean technology strategies in engine oil production. Considering clean technology strategies...

  • dott image October, 2022

An Integrated Model of Scenario Planning, Business Model Canvas, and Financial Modeling for the Early-Stage Enterprise Valuation

This paper reports an integrated model for evaluating an early-stage third-party mobile application developer. By combining qualitative analyses, including Business Model Canvas (BMC), stren...

Special Issue: Applications of Operations Research and Data Science in Disrupting Illicit Markets

We live in an interconnected world; what happens in one place on our planet can impact us all. Over the past 30 years, globalization has created many opportunities and great wealth. But som...

Impact of return leniency on retailers’ profit and social welfare in monopoly markets

Product return policies are widely utilized to increase customer security in retail markets. As a result, many retailers take various return leniency measures to ease the applicability of pr...

Impact of return leniency on retailers’ profit and social welfare in monopoly markets

Product return policies are widely utilized to increase customer security in retail markets. As a result, many retailers take various return leniency measures to ease the applicability of pr...

Analytics and Artificial Intelligent for Social Goods

The goal of this special issue is thus to improve the research and practice in issues related to analytics AI and OR solutions for social goods (AI&OR4SG) by mutually benefit from practition...

Analytics & Artificial Intelligent for Social Goods

The goal of this special issue is thus to improve the research and practice in issues related to analytics AI and OR solutions for social goods (AI&OR4SG) by mutually benefit from practition...

Hybrid tabu search algorithm for unrelated parallel machine scheduling in semiconductor fabs with setup times, job release, and expired times

This research is motivated by a scheduling problem arising in the ion implantation process of wafer fabrication. The ion implementation scheduling problem is modeled as an unrelated parallel...

Projects

Jan-2023 to Present

Design Science of an Awareness System for Social Media Grooming

Jun-2009 to Present

Estimate the Cronbach's Alpha for Novel Questionnaire to Investigate the Spiritual Situation of the ...

Sep-2017 to Present

Implementing the healthy dashboard for monitoring semiconductor manufacturing system

joint work between: Micron Technology Inc. & NTHU
Sep-2015 to Oct-2018

Signal & Sensor Data Analysis for implementation of Industry 4.0, Image processing for quality impro...

Joint work between: AUO cooperation & NTHU
Dec-2016 to Mar-2017

Decision Making under uncertainty for Multi-agent system

Joint work between Decision analysis laboratory at NTHU & Robotic Laboratory at University of Liverpool (UoL)
Oct-2015 to Mar-2016

design and development of Smart Leveling Machine

Joint work between: Industrial Technology Research Institute (ITRI) & NTHU
Feb-2015 to Dec-2016

Big data analysis for Semiconductor Manufacturing for Yield Enhancement,

Joint work between: Taiwan Semiconductor Manufacturing (TSMC) & NTHU

Conference/Seminar/STTP/FDP/Symposium/Workshop

Conference
  • dott image Jun 2015

A system dynamic model for implementation of industry 4.0

Hosted By:

,

Taipei City, Taiwan

Certificates

Issued : Dec 2024
  • dott image By : edX
  • dott image Event : edX Honor Code ...
edX Honor Code Certificate for Data Science and Machine Learning Essentials

Membership

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Regular
From year 2015 to Present
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Regular

Institute of Industrial and Systems Engineers (IISE)

From year 2015 to Present
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Regular
From year 2015 to Present

Invited Position

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Fellow Member
From year 2018 to Present

Honours & Awards

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Best Paper Award
Awarded by:

Journal of Computer and Industrial Engineering

Year: 2019

Doctoral and Master Thesis Guided

Reliability Assessment of human decision making
Research Scholar:

Claudia Arias Portela

Area of research:

Mis-specification Analysis of Generalize Gamma Distribution under the ALT Censored Data
Research Scholar:

M.sc Theisis (M.sc Theisis)

Institute : National Tsing Hua University (NTHU)

Area of research: Industrial Statistics