Md. Simul Hasan Talukder, M.Sc. in Eng.
Lecturer, Department of Electrical & Electronic Engineering, DUET, Gazipur
Md. Simul Hasan Talukder has been working as a Lecturer in the Department of Electrical and Electronic Engineering at Dhaka University of Engineering and Technology (DUET) since May 2024. He holds an M.Sc. in Electrical and Electronic Engineering from Rajshahi University of Engineering & Technology (RUET) and a B.Sc. in Electrical and Electronic Engineering from Khulna University of Engineering & Technology (KUET). Prior to entering academia, Simul worked as an engineer at the Bangladesh Atomic Energy Regulatory Authority (BAERA) for three years, during which he received specialized training in Russia and Korea on nuclear power plant construction and security systems. His research focuses on machine learning applications in healthcare, pattern recognition, classification, and enhancing security through image data hiding using cryptography.
| Mobile: | +8801521444345 |
| Email: | [email protected] |
| Office: | |
| Address: |
| Field of interest: | Computer Vision, Medical Image and Signal Processing, Deep Learning, Machine Learning, Explainable AI, NLP, LLMs |
| Field of specialization: | Image & Signal Processing, Computer Vision, Deep Learning |
Degrees Obtained (Starting from Recent Degrees):
| # | Degree | Institute | Year | Discipline & Field |
|---|---|---|---|---|
| 1 | M.Sc. in Eng. | Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh | 2023 | Electrical and Electronic Engineering |
| 2 | B.Sc. in Eng. | Khulna University of Engineering and Technology, Khulna, Bangladesh | 2019 | Electrical and Electronic Engineering |
Publications (Journal):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2024 | Brain tumor classification utilizing pixel distribution and spatial dependencies higher-order statistical measurements through explainable ML models | Sharmin Akter, Md. Simul Hasan Talukder, Sohag Kumar Mondal, Mohammad Aljaidi, Rejwan Bin Sulaiman & Ahmad Abdullah Alshammari | Scientific Reports,14, 25800 (2024), Publisher: Nature |
| 2 | 2024 | An improved ensemble model of hyper parameter tuned ML algorithms for fetal health prediction | Md Simul Hasan Talukder, Sharmin Akter | International Journal of Information Technology; Volume 16, Issue 3, Pages 1831-1840; Springer |
| 3 | 2023 | JutePestDetect: An intelligent approach for jute pest identification using fine-tuned transfer learning | Md Simul Hasan Talukder, Mohammad Raziuddin Chowdhury, Md Sakib Ullah Sourav, Abdullah Al Rakin, Shabbir Ahmed Shuvo, Rejwan Bin Sulaiman, Musarrat Saberin Nipun, Muntarin Islam, Mst Rumpa Islam, Md Aminul Islam, Zubaer Haque | Journal: Smart Agricultural Technology, Volume: 5, Pages: 100279, Publisher: Elsevier |
| 4 | 2023 | PotatoPestNet: a CTInceptionV3-RS-based neural network for accurate identification of potato pests | Md Simul Hasan Talukder, Rejwan Bin Sulaiman, Mohammad Raziuddin Chowdhury, Musarrat Saberin Nipun, Taminul Islam | Journal: Smart Agricultural Technology, Volume: 5, Pages: 100297, Publisher: Elsevier |
| 5 | 2023 | Nutrients deficiency diagnosis of rice crop by weighted average ensemble learning | Md Simul Hasan Talukder, Ajay Krishno Sarkar | Journal: Smart Agricultural Technology, Volume: 4, Pages: 100155, Publisher: Elsevier |
Publications (Conference):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2024 | Heart Disease Risk Assessment and Prediction: A Robust Ensemble Approach with Extra Tree Classifier | Simul Hasan Talukder; Sohag Kumar Mondal; Mohammad Aljaidi; Rejwan Bin Sulaiman; Taminul Islam | 2023 2nd International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI) |
| 2 | 2024 | Optimizing Diabetes Prediction Accuracy: A Comprehensive Approach with Advanced Preprocessing and Diverse Machine Learning Classifiers | Md Simul Hasan Talukder; Abdullah Hafez Nur; Snigdha Zaman; Moshiur Rahman Noor; Mohammad Aman Ullah Khan; Fatima Amir | 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) |
| 3 | 2024 | A Transfer Learning Approach with Modified VGG 16 for Driving Behavior Detection in Intelligent Transportation Systems | Abdullah Hafez Nur, Md Simul Hasan Talukder, Shihab Adnan, Md. Razu Ahmed | 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) |
| 4 | 2023 | Comparative analysis of epileptic seizure prediction: Exploring diverse pre-processing techniques and machine learning models | Md Simul Hasan Talukder, Rejwan Bin Sulaiman, Gunjan Chhabra, Suman Avdhesh Yadav, Rezaul Haque, Md Babul Islam, Keshav Kaushik | 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON) |
| 5 | 2023 | Influence of artificial intelligence in higher education; impact, risk and counter measure | Musarrat Saberin Nipun, Md Simul Hasan Talukder, Usman Javed Butt, Rejwan Bin Sulaiman | Book: AI, Blockchain and Self-Sovereign Identity in Higher Education, Pages: 143-166, Publisher: Springer Nature Switzerland |
| 6 | 2022 | An Improved Model for Nutrient Deficiency Diagnosis of Rice Plant by Ensemble Learning | Md Simul Hasan Talukder, Ajay Krishno Sarkar, Md Nuhi-Alamin | Conference: 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), Pages: 1-6, Publisher: IEEE |
| 7 | 2022 | An enhanced method for encrypting image and text data simultaneously using AES algorithm and LSB-based steganography | Md Simul Hasan Talukder, Md Nahid Hasan, Rafi Ibn Sultan, Mahabubur Rahman, Ajay Krishno Sarkar, Sharmin Akter | Conference: 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), Pages: 1-5, Publisher: IEEE |
Course Conducted:
| # | Programme | Course No | Course Title | Year |
|---|---|---|---|---|
| 1 | B.Sc. | EEE-3604 | Microprocessor & Interfacing Sessional | 2024 |