Profile

Faculty and Department Affiliation

Faculty of Science and Engineering
Department of Computer Science and Engineering

Degrees and Universities Attended

•  Master  of  Science  in  Computer  Science  (MScCS)  (Specialization:  Intelligent  Systems)  from  American  International  University-Bangladesh  (AIUB).
•  Bachelor  of  Science  in  Computer  Science  &  Engineering  (BScCSE)  from  American  International  University-Bangladesh  (AIUB).
● HSC  in  Science  Group  from  Amritalal  Dey  College,  Barisal.
● SSC  in  Science  Group  from  Jessore  Zilla  School,  Jessore.

Short Introduction

Md. Mustak – Un – Nobi is currently serving as a Lecturer in the Department of Computer Science and Engineering at City University, Bangladesh. He is a passionate and results-driven professional with a strong foundation in the field of Artificial Intelligence (AI), Deep Learning (DL) and Neural Networks. His journey in the realm of AI has equipped him with the expertise to design, develop, and deploy cutting-edge DL models for various applications. Whether it’s creating innovative models for Computer Vision-based image recognition, Natural Language Processing, or tackling complex data-driven challenges, he thrives on the thrill of pushing the boundaries of what’s possible. He also possesses a profound passion for Mathematics, Theoretical Computer Science, Algorithmic Concepts, Linguistics, Cryptography, Philosophy, Psychology focusing on Human Behavior, and Cognitive Science, particularly the intricacies of Human Cognition when it comes to engaging with intelligent systems. He authored a research paper published in the Q1 journal Agronomy by MDPI, focusing on Precision and Digital Agriculture utilizing Deep Learning techniques. Additionally, he contributed a book chapter to Springer, indexed in Scopus, detailing the classification of Cervical Cancer employing an Ensemble Deep Learning approach, which has been accepted and is currently in production. Honors & Awards 1. Summa Cum Laude Distinction (Gold Medal) – BScCSE, AIUB 2. Dean’s List Honors (4x) – BScCSE, AIUB 3. Summa Cum Laude Distinction (Gold Medal) – MScCS, AIUB 4. Dean’s List Honors (2x) – MScCS, AIUB 5. Full Scholarship (BScCSE & MScCS ) – AIUB

Teaching experience

Lecturer,  Department  of  Computer  Science  and  Engineering,  City  University,  February  2024  –Present.

Research Interest

1. ARTIFICIAL  INTELLIGENCE  &  EXPERT  SYSTEM
2. DATA  WAREHOUSING  &  DATA  MINING
3. MACHINE  LEARNING  &  NEURAL  NETWORKS
4. IMAGE  PROCESSING
5. COMPUTER  VISION  &  PATTERN  RECOGNITION
6. KNOWLEDGE-BASED  SYSTEMS
7. NATURAL  LANGUAGE  PROCESSING

Publications

Journal
Mustak  Un  Nobi,  M.;  Rifat,  M.;  Mridha,  M.F.;  Alfarhood,  S.;  Safran,  M.;  Che,  D.  GLD-Det:  Guava  Leaf  Disease  Detection  in  Real-Time  Using  Lightweight  Deep  Learning  Approach  Based  on  MobileNet.  Agronomy  2023,  13,  2240.  https://doi.org/10.3390/agronomy13092240  
Book  Chapter  
Md.  Khairul  Alam  Mazumder,  Md.  Mustak  Un  Nobi,  Muhammad  Firoz  Mridha  and  Khandaker  Tabin  Hasan.  “A  Precise  Cervical  Cancer  Classification  in  Early  Stage  using  Transfer  Learning-based  Ensemble  Method:  A  Deep  Learning  Approach.”  Data-Driven  Clinical  Decision-making  using  Deep  Learning  in  Imaging,  Studies  in  Big  Data,  Springer.  (Accepted,  in  Production)