Projecten per jaar
Persoonlijk profiel
Research profile
Amirreza is a Ph.D Candidate in Information Systems and Business Intelligence at Eindhoven University of Technology (TU/e). Where he has served as a researcher under the supervision of Prof. Remco Dijkman and Dr. Laura Genga since 2019. He is working on the FENIX project (A European FEderated Network of Information eXchange in LogistiX) and His main research activity focuses on Data-driven Online Planning and Decision Making under Uncertainty in the Multimodal Transportation domain using Deep Reinforcement Learning Methods.
Academic background
He received his B.Sc in Applied Mathematics and Computer Science in 2015 from Amirkabir University of Technology (AUT) and Obtained his M.Sc in Computer Software Engineering minor Data Science in 2018 from Iran University of Science and Technology (IUST).
He has also worked as a researcher at Data Engineering Lab (DEL) and Advanced Big Data Analysis Laboratory (ABDAL) at Iran University of Science and Technology.
Beyond academia, he co-founded Nullatech AI in the Fintech field, and he has also experienced as a Data Scientist at the biggest Persian search engine company.
In addition, here are his International awards and honors for his cutting-edge startup and graduate studies: The top-Rank student in the Department of Computer Engineering Graduate program Award, He has been a recipient of the International Federation of Inventors’ Associations (IFIA) Award for novel AI algorithm design and innovative solutions to financial market prediction (Tehran, Iran, 2017). His startup selected among top Fintech picks to participate in TechCrunch Battlefield (Berlin, Germany, 2018), accepted among top Startups for Acceleration Program in TechStars Accelerator, (London, United Kingdom, 2018), Startup Istanbul Top 15 Finalists startups among 25000 teams, and +135 countries (Istanbul, Turkey, 2017), Turkey Innovation and Entrepreneurship week Top 60 Startups Global Pitching Winners among +31 countries (Istanbul, Turkey, 2017).
Quote
"Basically, I'm not interested in doing research and I never have been... I'm interested in understanding, which is quite a different thing. And often to understand something you have to work it out yourself because no one else has done it." — David Blackwell
Opleiding / Academische kwalificatie
Software, algorithms, control systems, Master, Iran University of Science and Technology
1 sep. 2015 → 17 sep. 2018
Mathematics, other, Bachelor, University of Tehran
1 sep. 2010 → 20 jan. 2015
Vingerafdruk
- 1 Soortgelijke profielen
Projecten
- 1 Actief
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FENIX: European FEderated Network of Information eXchange in Logistics (FENIX) (GA 2018-EU-TM-0077-S)
Grefen, P. W. P. J., Dijkman, R. M., Dijkman, R. M., Farahani, A., Genga, L. & Nobile, M.
1/04/19 → 31/03/23
Project: Onderzoek direct
Onderzoeksoutput
- 1 Citaties
- 2 Conferentiebijdrage
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Online Multimodal Transportation Planning using Deep Reinforcement Learning
Farahani, A., Genga, L. & Dijkman, R., 6 jan. 2022, 2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021. Institute of Electrical and Electronics Engineers, blz. 1691-1698 8 blz. 9658943Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning
Farahani, A., Genga, L. & Dijkman, R. M., 22 sep. 2021, Computational Logistics - 12th International Conference, ICCL 2021, Proceedings: 12th International Conference, ICCL 2021, Enschede, The Netherlands, September 27–29, 2021, Proceedings. Mes, M., Lalla-Ruiz, E. & Voß, S. (redactie). Cham: Springer, blz. 578-593 16 blz. (Lecture Notes in Computer Science (LNCS); vol. 13004).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access1 Citaat (Scopus)
Activiteiten
- 1 Publicatie peer-review
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IEEE Systems, Man, and Cybernetics Society (Uitgeverij/uitgevend instituut)
Amirreza Farahani (Lid redactieraad)
1 jun. 2021Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk