M.sc in CSE, Jahangirnagar University, Bangladesh.
B.Sc in CSE, Daffodil International University, Bangladesh.

• Certificates of the Course Teachers Training on Engaging and Interactive Online Class, HRDI, Daffodil International University.

Digital Electronics, Algorithms, Object Oriented Programming, Network Security, Database Management System, Programming & problem solving.

Journal:

1. Amir Sohel, Md Mizanur Rahman, Md Umaid Hasan, Md Kafiul Islam, Lamia Rukhsara, and Tapasy Rabeya. "Automated tomato leaf disease recognition using deep convolutional networks." International Journal of Electrical and Computer Engineering (IJECE) 15, no. 2 (2025): 1850-1860.
2. Rahman, Md Mizanur, Mohammad Asifur Rahim, Umme Ayman, Amir Sohel, Md Ali Hossain, Mohammad Ali Moni, and Ahmed Moustafa. "Real-Time Vehicle Type Detection and Counting for Emission Pollution Monitoring and Traffic Violation Identification." Emerging Science Journal 9, no. 2 (2025): 959-976.
3. Rahman, Md Mizanur, Israt Jahan, Rana Das, Syada Tasmia Alvi, Chowdhury Abida Anjum Era, Atik Asif Khan Akash, Amir Sohel, and Zahura Zaman. "Efficient brain cancer identification using ResNet50 and ResNet50 V2: a comparative study with a primary MRI dataset." Bulletin of Electrical Engineering and Informatics 14, no. 4 (2025): 2849-2860.
4. Amir Sohel, Md Shahriar Shakil, Shah Md Tanvir Siddiquee, Ahmed Al Marouf, Jon G. Rokne, and Reda Alhajj. "Enhanced Potato Pest Identification: A Deep learning approach for identifying potato pests." IEEE Access (2024).
5. Mahmud, Arif, Afjal Hossan Sarower, Amir Sohel, Md Assaduzzaman, and Touhid Bhuiyan. "Adoption of ChatGPT by university students for academic purposes: Partial least square, artificial neural network, deep neural network and classification algorithms approach." Array (2024): 100339.
6. Amir Sohel, Utpal Chandra Das " A Comparative Analysis on Assorted Versions of Particle Swarm Optimization Algorithms: BPSO, DPSO, PSO-DE, PSO-NE and HPSO" Turkish Online Journal of Qualitative Inquiry (TOJQI), Volume 6, July 2021 : 5879 - 5895.
7. Abdul Ohab, Md.Tahasin Abid, Utpal Chandra Das, Md. Zahirul Islam, Amir Sohel “Study on Comparative Security Analysis of IoT Frame Work” International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, Vol. 7, Issue 10, October 2019.
8. Md. Sabbir Hosen, Engr. Md. Zahirul Islam, Amir Sohel “Efficient Channel Allocation Technique for Cognitive Radio-based Smart Grid Network” Journal of Bangladesh Electronics. 19(1-2); =93-101, 2019.

Conference:

1. Amir Sohel, Md Mizanur Rahman, Nusrat Khan, Talha Zubaer, Rifatul Islam Rifat, and Atik Asif Khan Akash. "Deep Learning-Based Multi-Pox Disease Identification Using a Hybrid Model." In 2024 27th International Conference on Computer and Information Technology (ICCIT), pp. 2321-2326. IEEE, 2024.
2. Amir Sohel, Md Mizanur Rahman, Talha Zubaer, Rifatul Islam Rifat, Partha Protim Majumder, and Md Hasan Imam Bijoy. "Improving Pneumonia Detection in X-ray Images with Hybrid Deep Learning Techniques." In 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), pp. 1-6. IEEE, 2024.
3. Nadim, Mahimul Islam, Shayla Alam Setu, Amir Sohel, Talha Zubaer, Rifatul Islam Rifat, and Md Mizanur Rahman. "A Hybrid Deep Learning Approach to Classify Colon Cancer from Colonoscopy Image." In 2024 13th International Conference on Electrical and Computer Engineering (ICECE), pp. 264-269. IEEE, 2024.
4. Farhatul Haider, Ismotara Dipty, Fiaj Rahman, Md Assaduzzaman, and Amir Sohel “ Social Media Hate Speech Detection Using Machine Learning Approach” 6th international conference on computational intelligence in data science, 2023.
5. Sohel, Amir, Muhammad Rabiul Hossain, Zubiya Binta Mostofa, Md Umaid Hasan, Utpal Chandra Das, and Sara Kifayath Parvin. "Sentiment Analysis Based on Online Course Feedback Using Textblob and Machine Learning Techniques." In 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 2023.
6. Sohel, Amir, Shahed Hossain, Md Umaid Hasan, Onamika Islam, Utpal Chandra Das, and Md Mahfuzur Rahman. "A Deep Learning Approach to Detect Breast Cancer Disease from Mammogram Images." In 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 2023.
7. Sohel, Amir, Utpal Chandra Das, Md Umaid Hasan, Onamika Islam, Md Shamiul Karim, and Md Assaduzzaman. "Prognosis the Risk of Early-Stage Diabetes Using Machine Learning Techniques." In 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 2023.
8. Sohel, Amir, Md Murshidul Alam Sarker, Utpal Chandra Das, Pranajit Kumar Das, Shah Md Tanvir Siddiquee, Sheak Rashed Haider Noori, and Ngoc Thien Le. "Sunflower Disease Identification using Deep Learning: A data-driven approach." In 2023 26th International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 2023.
9. Md. Zahirul Islam, Utpal Chandra Das, Amir Sohel and Monowarul Islam “Design of Inter and Intra Plane Communication Protocol for Software-Defined Wireless Sensor Network” International Conference on Communication and Signal Processing, July 28 - 30, 2020, India.

Swarm Intelligence, Internet of Things (IOT), Wireless Sensor Networking (WSN), Optimization Algorithm. Data Mining and Machine learning, Artificial Intelligence

• Research Award 2025