About Me
Marcos Machado is an Assistant Professor in Business and Information Systems at the Industrial Engineering and Business Information Systems (IEBIS) department section of the University of Twente. His current research interests are focused on the applications of machine learning algorithms, data science, and analytics to solve business problems.
He received his Ph.D. in Modelling and Computational Science from the Ontario Tech University (Canada), and he holds an MSc in Production Engineering from the University of Sao Paulo (Brazil) and a BSc in Mathematics from the Federal Institute of Education, Science, and Technology of Ceara (Brazil). He also has over seven years of experience working in the Brazilian and Canadian banking industries.
Expertise
Organisations
Publications
UT Research Information System
Google Scholar Link
Education
Teaching (Teacher/Tutor):
- B-IEM/B-BIT (Module 3): Business Process Management (BPM)
- B-BIT/B-TCS (Module 12): Track Coordination (Information Management)
- Minor (Module 9): Enterprise Soft. for the Integration of Adm. Processes (ESIAP)
- M-BIT: Smart Industry Systems (SIS)
- M-BIT/M-IEM/M-BA: Applications of AI in Business (AAIB)
Teaching (Recurrent Guest Lectures):
- M-BA/M-BIT: Electronic Commerce (EC)
- M-BA/M-BIT: Information Systems for the Financial Services Industry (ISFSI)
Supervision of BSc thesis projects (1st or 2nd Supervision):
- (Finished) Kristupas Raicevicius
- (Finished) Tijmen Prins
- (Finished) Giovanni Herbert
- (Finished) Tom Frieling
- (Finished) Nicole Busse
- (Finished) Marcus Muller
- (Finished) Zoelle van Bommel
- (Finished) Simon Prinsen
- (Finished) Emilio Solino Overmars
- (Finished) Marnix Krikken
- (Finished) Augustin Catalab
- (Finished) Marcel de Roos
- (Finished) Bjorn van Braak
- (Finished) Jasper van Beurden
- (Finished) Halyn Cho
- (Finished) Pim Verheul
- (Finished) Anton Tsankov
- (Finished) Louis Daniel L. Fuentes
- (Finished) Alexandru Matcov
Supervision of MSc thesis projects (1st or 2nd Supervision):
- (Finished) Roel Bruins
- (Finished) Daniel Chen
- (Finished) Jaap Beltman
- (Finished) Edo Belva Firmansyah
- (Finished) Michael
- (Finished) Raef Kazi
- (Finished) Alessandra Amato
- (Finished) Luca Kozian
- (Finished) Sonakashi Dhawan
- (Finished) Michiel Jongenjan
- (Finished) Dyon Kok
- (Finished) Sebastian Goldmann
- (Finished) Lennart Boeringa
- (Finished) Pratyush Gupta
- (Ongoing) Douwe Rotink
- (Ongoing) Jens Reil
- (Ongoing) Pedro Silva
- (Ongoing) Arno de Vries
- (Ongoing) Sherick Burggraaff
- (Ongoing) Julius Kooistra
- (Ongoing) Akhil Raja Keshetti
- (Ongoing) Abel van Raalte
- (Ongoing) Oleg Silcenco
- (Ongoing) Sophie Gaastra
Internship supervision:
- (Finished) Alessandra Amato
- (Finished) Nabila Pindya
- (Finished) Oleg Silcenco
- (Finished) Sophie Gaastra
- (Finished) Akhil Raja Keshetti
Committee Service:
- General member (since 1-10-2023) of the BIToC, BIT Program Committee: https://www.utwente.nl/en/bit/organisation-bit/programme-committee/
Affiliated Study Programmes
Bachelor
Master
Courses Academic Year 2023/2024
Courses Academic Year 2022/2023
Projects
My research endeavors revolve around the application of analytics, econometrics, applied statistics, and mathematical principles, leveraging data-driven methodologies and machine learning algorithms to address various business challenges. Presently, I am engaged in five significant research initiatives, supported by funding from esteemed entities such as the European Union (IS2H4C, MSCA - DIGITAL, COST), the Dutch Government (Kick-Start AI), and the University of Twente (CEP Twente). Further information regarding these projects is outlined below.
Current Projects
In the press
News on utwente.nl
Research-related:
- Sustainable Circular Economy Transition: from Industrial Symbiosis to Hubs for Circularity (IS2H4C) project: Transitioning industrial zones into hubs for circularity (utwente.nl)
- Circular Economy Platform Twente (CEP) Circular Economy Platform Twente (CEP TWENTE) receives UT Climate Centre Funds (utwente.nl)
- Circular Economy Platform Twente (CEP) receives Climate Centre award: Climate Centre awards nine climate-related projects €190.000 in seed funding (utwente.nl)
- Sustainable Finance System with AI and Blockchain - University receives 1.5 million euro for innovative MSCA PhD Network in Digital Finance
Contact Details
Visiting Address
University of Twente
Faculty of Behavioural, Management and Social Sciences
Ravelijn
(building no. 10), room 3105
Hallenweg 17
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Behavioural, Management and Social Sciences
Ravelijn
3105
P.O. Box 217
7500 AE Enschede
The Netherlands