@AMIR Lab

Jamin Rahman Jim

Erasmus Mundus Joint Master Student | Intelligent Field Robotic Systems - IFRoS

Researcher

Contact:

Advanced Machine Intelligence Research Lab
(AMIRL), Block-B, Banani. Dhaka-1213, Bangladesh

E-mail:

jaminjim.aiub@gmail.com

Telephone:

Office:
Cell: https://orcid.org/0000-0003-2854-5144

Publication Profile:

Google Scholar Research Gate

Web Page & Social Link:

Web Page Github LinkedIn Kaggle

Bachelor of Science
American International University-Bangladesh [ 01/01/2020 – 20/06/2023 ]
Final grade: 3.96/4.00
Thesis: Assessing Personalized Federated Learning Algorithms for Pattern Recognition Tasks

Higher Secondary School Certificate
Abdul Kadir Mollah City College [ 01/06/2017 – 04/2019 ]
Final grade: 5.00

Secondary School Certificate
Arjunchar High School [ 01/01/2015 – 02/2017 ]
Final grade: 5.00

JAMIN RAHMAN JIM received a B.Sc. degree in Computer Science and Engineering (CSE) with a major in Information Systems from American International University-Bangladesh (AIUB) in 2023. For his academic excellence, he was mentioned in the prestigious Deans List and expecting Summa Cum Laude. He finished his internship as a Research Assistant (RA) at Deepchain Labs, a Blockchain-based software Development Company. Currently, he works as a Deep Learning and Computer Vision Researcher at Advanced Machine Intelligence Research Lab-AMIRL. Additionally, he is doing his masters in Computational Color and Spectral Imaging - COSI, from the Norwegian University of Science and Technology. With extensive research interest, he has authored and submitted multiple articles in high-impact journals and publishers like IEEE, Elsevier, and Wiley. His research interests primarily revolve around Deep Learning, Image Processing and Natural Language Processing.

Organization	Position	Year
Deepchain Labs	Research Assistant (Internship)	25/12/22 - 30/04/23
AMIR Lab	Researcher (Deep Learning and Computer Vision)	2023 -

1. J. R. Jim, M. T. Hosain, M. F. Mridha, M. M. Kabir and J. Shin, "Toward Trustworthy Metaverse: Advancements and Challenges," in IEEE Access, vol. 11, pp. 118318-118347, 2023, doi: 10.1109/ACCESS.2023.3326258.

2. Pritee, Z.T., Anik, M.H., Alam, S.B., Jim, J.R., Kabir, M.M. and Mridha, M.F., 2024. Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review. Computers & Security, p.103747.

3. Jim, J.R., Talukder, M.A.R., Malakar, P., Kabir, M.M., Nur, K. and Mridha, M.F., 2024. Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review. Natural Language Processing Journal, p.100059.

4. Showrov, A.A., Aziz, M.T., Nabil, H.R., Jim, J.R., Kabir, M.M., Mridha, M.F., Asai, N. and Shin, J., 2024. Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications and Challenges. IEEE Access.

5. Kabir, M.M., Hafiz, M.S., Bandyopadhyaa, S., Jim, J.R. and Mridha, M.F., 2024. TeaLeafAgeQuality: Age-Stratified Tea Leaf Quality Classification Dataset. Data in Brief, p.110462.

6. Rayed, M.E., Islam, S.S., Niha, S.I., Jim, J.R., Kabir, M.M. and Mridha, M.F., 2024. Deep learning for medical image segmentation: State-of-the-art advancements and challenges. Informatics in Medicine Unlocked, p.101504.

7. Hosain, M.T., Jim, J.R., Mridha, M.F. and Kabir, M.M., 2024. Explainable AI approaches in deep learning: Advancements, applications and challenges. Computers and Electrical Engineering, 117, p.109246.

8. Islam, T., Hafiz, M.S., Jim, J.R., Kabir, M.M. and Mridha, M.F., 2024. A systematic review of deep learning data augmentation in medical imaging: Recent advances and future research directions. Healthcare Analytics, p.100340.

9. Hosain, M.T., Abir, M.R., Jim, J.R., Zaman, A. and Mridha, M.F., 2023. Performance Analysis of Personalized Federated Learning Algorithms for Image Classification.

10. Kabir, M.M., Jim, J.R. and Istenes, Z., Fusion-Enhanced Terrain Detection and Segmentation for Autonomous Vehicle Navigation: A State-of-The-Art Systematic Review. Available at SSRN 4797592.

Dean's List Honors
Awarding institution: American International UniversityBangladesh

Academic Merit Scholarship
Awarding institution: American International University-Bangladesh

Summa Cum laude(Gold Medal) - [Expecting]
Awarding institution: American International University-Bangladesh

Research Award 2023 - AMIR Lab
Awarding institution: Advanced Machine Intelligence Research Lab-AMIRL

Academic Research Grant
Awarding institution: Competitive Research Fund of The University of Aizu, Japan

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