| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Masters | Robotics and Mechatronics Engineering | University of Dhaka | Bangladesh | 2022 |
| Bachelor | Robotics and Mechatronics Engineering | University of Dhaka | Bangladesh | 2020 |
| Title | Organization | Location | From Date | To Date | |
|---|---|---|---|---|---|
| No experience is found | |||||
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| Robotics | My research interests in Robotics include the design and development of bio-inspired robotic systems for domain-specific exploration and environmental monitoring. Focus areas include turtle-inspired underwater robots for energy-efficient aquatic navigation and biomimetic centipede-like robots for scalable, terrain-adaptive locomotion. |
|
| Artificial Intelligence | My research in artificial intelligence focuses on developing generalist and trustworthy AI systems for healthcare and agriculture. I work on multimodal learning frameworks that integrate medical imaging data (e.g. X-ray, CT, OCT) with clinical context to support diagnosis, segmentation, and visual question answering tasks. My interests include neural architecture search, uncertainty-aware deep learning, and explainable AI, particularly in safety-critical domains. I also explore generative models for forward and inverse design in nanophotonics, and have applied deep learning to plant disease diagnosis, with a focus on real-time, resource-efficient models for smart agriculture. |
Project/Research Supervision
| Level of Study | Title | Supervisor | Co-Supervisor(s) | Name of Student(s) | Area of Research | Current Completion |
|---|---|---|---|---|---|---|
| Masters | A Study on Implementation of Machine Learning Methods to Predict Floods Around Brahmaputra-Jamuna River | Shifat E Arman | Shamim Ahmed Deowan | Badhan Chandra Dey | Current Year | |
| Masters | Generative Modeling for Nanohole Array Design: Leveraging Conditional Variational Autoencoders and GANs for Forward and Inverse Design in Nanophotonics | Shifat E Arman | Rafsun Jany Rafy | Current Year | ||
| Research Project Report/Other | PlantOpt: A Framework for Maximizing Crop Yield Using Deep Learning | Shifat E Arman | Mohammad Abul Hasnat and Mahmudul Hassan Nashim | 2023 | ||
| Research Project Report/Other | Identification of Tree Canopy in Different Challenging Backgrounds from Multi-spectral UAV Imagery Using Deep Learning. | Shifat E Arman | Ipshita Ahmed Moon and Tapos Biswas | 2023 | ||
| Research Project Report/Other | A Saliency-based Approach to Object Detection with Deep Neural Networks | Shifat E Arman | Ujan Samadder and Tahmid Yusuf | Current Year |
Project/Research Work
| Subject | Project Name | Source of Fund | From Date | To Date | Collaboration |
|---|---|---|---|---|---|
| Artificial Intelligence | SmartPDE: Deep Learning Based Plant Disease Epidemiology and Forecasting for Smart Agriculture | UGC in Collaboration with University of Dhaka | |||
| Artificial Intelligence | Development of a Protocol for Rapid Assessment of Plants’ Responses to Climate-Induced Stress by Using Artificial Intelligence-based Framework | UGC | |||
| Robotics | Building Smart Biomimic Robots for Underwater Operations | ICT Division |
Invited Talk
| SL | Invited Talk |
|---|---|
| No invited talk is found | |
| SL | Collaboration & Membership Name | Type | Membership Year | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership is found | ||||
| Journal Article | |
|---|---|
| 1 |
Muhaiminul Islam, AKM Azad, Shifat E Arman, Salem A Alyami and Md Mehedi Hasan : PlantCareNet: an advanced system to recognize plant diseases with dual-mode recommendations for prevention,
Plant Methods (impact factor:5.6) , vol.21 , no.1 Springer , pp.52 , 2025
.
|
| 2 |
Tanzim Rahman, Ahnaf Tahmid, Shifat E Arman, Tanvir Ahmed, Zarin Tasnim Rakhy, Harinarayan Das, Mahmudur Rahman, Abul Kalam Azad, Md Wahadoszamen and Ahsan Habib : Leveraging generative neural networks for accurate, diverse, and robust nanoparticle design,
Nanoscale Advances (impact factor:4.6) , vol.7 , no.2 Royal Society of Chemistry , pp.634--642 , 2024
.
|
| 3 |
Tasnia Jahan, Tomoshree Dash, Shifat E Arman, Reefat Inum, Sharnali Islam, Lafifa Jamal, Ahmet Ali Yanik and Ahsan Habib : Deep learning-driven forward and inverse design of nanophotonic nanohole arrays: streamlining design for tailored optical functionalities and enhancing accessibility,
Nanoscale (impact factor:5.8) , vol.16 , no.35 Royal Society of Chemistry , pp.16641--16651 , 2024
.
|
| 4 |
Md Arban Hossain, Saadman Sakib, Hasan Muhammad Abdullah and Shifat E Arman : Deep learning for mango leaf disease identification: A vision transformer perspective,
Heliyon (impact factor:3.4) , vol.10 , no.17 Elsevier , 2024
.
|
| 5 |
Shifat E Arman, Md Abdullahil Baki Bhuiyan, Hasan Muhammad Abdullah, Shariful Islam, Tahsin Tanha Chowdhury and Md Arban Hossain : BananaLSD: A banana leaf images dataset for classification of banana leaf diseases using machine learning,
Data in Brief (impact factor:1) , vol.50 Elsevier , pp.109608 , 2023
.
|
| 6 |
Shifat E Arman, Sayed Saminur Rahman, Niloy Irtisam, Shamim Ahmed Deowan, Md Ariful Islam, Saadman Sakib and Mehedi Hasan : Intracranial Hemorrhage Classification from CT Scan Using Deep Learning and Bayesian Optimization,
IEEE Access IEEE , 2023
.
|
| 7 |
Md Abdullahil Baki Bhuiyan, Hasan Muhammad Abdullah, Shifat E Arman, Sayed Saminur Rahman and Kaies Al Mahmud : BananaSqueezeNet: A very fast, lightweight convolutional neural network for the diagnosis of three prominent banana leaf diseases,
Smart Agricultural Technology , vol.4 Elsevier , pp.100214 , 2023
.
|
| 8 |
Shifat E Arman and Shamim Ahmed Deowan : IGWO-SS: improved grey wolf optimization based on synaptic saliency for fast neural architecture search in computer vision,
IEEE Access , vol.10 IEEE , pp.67851--67869 , 2022
.
|
| 9 |
Shifat E Arman, Sejuti Rahman and Shamim Ahmed Deowan : COVIDXception-Net: A Bayesian optimization-based deep learning approach to diagnose COVID-19 from X-Ray images,
SN Computer Science , vol.3 , no.2 Springer , pp.115 , 2021
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| Local | DU Research Excellence Recognition 2025 | 2025 | Bangladesh | Received DU Research Excellence Recognition 2025 for academic research contributions. |
| Local | Special Merit Award and Distinction | 2024 | Bangladesh | Awarded Special Merit Award and Distinction in Foundation Certificate in University Teaching and Learning (FCUTL) organized by the Institutional Quality Assurance Cell (IQAC), University of Dhaka.
|