Muhammad Ali Norozi
About
Ali has extensive experience in data engineering and informatics in general and more specifically in data science, data-driven innovation and machine learning and data-engineering.
In addition to Associate Professor II at NTNU, Ali is a senior data scientist at Kantega. The research and teaching work is aimed at various branches of computer science and general computer engineering. What the research activities have in common is that they have been aimed at practical applications and real data.
He has extensive experience as a computer scientist, data engineer and system developer and extensive experience with the use of machine learning (ML) and deep learning-based search solutions, algorithms and models and developing / productionizing them. He has also worked with all three major cloud technologies namely AWS (Loopfront), Azure (Kantega and BankID) and Google Cloud (Evry). Ali has experience with machine learning programming languages such as Python and R as well as object-oriented languages such as Java and C# .NET. Also have used SQL in a good part of experience.
Ali has a Ph.D. in information retrieval and computer science from NTNU 2013, an M.Sc in applied mathematics at the Center of Mathematics for Application (CMA) from the University of Oslo 2008 and a B.Sc in computer science and engineering from the National University of Computer and Emerging Sciences also known as FAST in Karachi, Pakistan.
He is passionate about deep learning, data analysis, computer science and engineering and programming in general and always looking for the optimal way to do things.
Ali is outgoing, has a good mood and is easy to work with. He describes himself as a "complete package" and has a very good combination of technical and interpersonal qualities.
Research
Image processing with ML and AI, mostly with deep learning technologies and neural networks. Great interest in text and large language models. And general interested in the use of ML in IR (information retrieval) specifically learning to rank.
Publications
2013
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
Selection fusion in semi-structured retrieval.
Proceedings of the 22nd ACM international conference on Information & Knowledge Management
Academic anthology/Conference proceedings
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
Selection fusion in semi-structured retrieval.
ACM Publications
Academic chapter/article/Conference paper
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
When is the Structural Context Effective?.
CEUR Workshop Proceedings
Academic article
2012
-
Norozi, Muhammad Ali.
(2012)
Relevancy in schema agnostic environment.
Bulletin of IEEE Technical Committee on Digital Libraries
Academic article
-
Norozi, Muhammad Ali;
Arvola, Paavo;
de Vries, Arjen.
(2012)
Contextualization using Hyperlinks and Internal Hierarchical Structure of Wikipedia Documents.
ACM Publications
Academic chapter/article/Conference paper
-
Norozi, Muhammad Ali;
de Vries, Arjen;
Arvola, Paavo.
(2012)
Contextualization from the Bibliographic Structure.
CEUR Workshop Proceedings
Academic article
2011
-
Norozi, Muhammad Ali.
(2011)
Faster Ranking Using Extrapolation Techniques.
International Journal of Computer Vision and Image Processing
Academic article
2010
-
Norozi, Muhammad Ali.
(2010)
Extrapolation to Speed-up Query-dependent Link Analysis Ranking Algorithms.
ACM Publications
Academic chapter/article/Conference paper
Journal publications
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
When is the Structural Context Effective?.
CEUR Workshop Proceedings
Academic article
-
Norozi, Muhammad Ali.
(2012)
Relevancy in schema agnostic environment.
Bulletin of IEEE Technical Committee on Digital Libraries
Academic article
-
Norozi, Muhammad Ali;
de Vries, Arjen;
Arvola, Paavo.
(2012)
Contextualization from the Bibliographic Structure.
CEUR Workshop Proceedings
Academic article
-
Norozi, Muhammad Ali.
(2011)
Faster Ranking Using Extrapolation Techniques.
International Journal of Computer Vision and Image Processing
Academic article
Books
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
Selection fusion in semi-structured retrieval.
Proceedings of the 22nd ACM international conference on Information & Knowledge Management
Academic anthology/Conference proceedings
Part of book/report
-
Norozi, Muhammad Ali;
Arvola, Paavo.
(2013)
Selection fusion in semi-structured retrieval.
ACM Publications
Academic chapter/article/Conference paper
-
Norozi, Muhammad Ali;
Arvola, Paavo;
de Vries, Arjen.
(2012)
Contextualization using Hyperlinks and Internal Hierarchical Structure of Wikipedia Documents.
ACM Publications
Academic chapter/article/Conference paper
-
Norozi, Muhammad Ali.
(2010)
Extrapolation to Speed-up Query-dependent Link Analysis Ranking Algorithms.
ACM Publications
Academic chapter/article/Conference paper
Teaching
Courses
- INFT2005 - Kvalitet i og testing av programvaresystemer
- IDATG1005 - Systemutvikling
- IDATG1003 - Programmering 1
- INFT2508 - Kryss-plattform applikasjonsutvikling for mobile enheter
- IDATT2105 - Full-stack applikasjonsutvikling
- IDATT1005 - Systemutvikling
- IDATA1005 - Systemutvikling
- IDATT2106 - Systemutvikling 2 med smidig prosjekt
- INFT2502 - Fordypningsprosjekt
- IDATT1003 - Programmering 1
- IDATA1003 - Programmering 1
Outreach
2013
-
PosterNorozi, Muhammad Ali; Arvola, Paavo. (2013) When is the Structural Context Effective?. Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval , Delft 2013-04-26 - 2013-04-26
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Academic lectureNorozi, Muhammad Ali; Arvola, Paavo. (2013) Kinship Contextualization: Utilizing the Preceding and Following Structural Elements. Proceedings of the 36th ACM SIGIR conference on Research and development in Information Retrieval 2013-07-28 - 2013-08-01