Electrical & Electronic Engineering

Mr. Faisal Farhan

Designation: Lecturer Grade-II

Email: faisalfarhan.eee@aust.edu

Office Extension:

Room No:

Personal Website: https://f-farhan.github.io/

Research Interests

• Machine Learning & Deep Learning
• Biomedical Imaging
• Signal Processing
• Biomedical Optics
• Image Processing

Educational Background

• Master of Science (MSc), (Biomedical Imaging and Applications), Université Bourgogne Europe (France), University of Cassino and Southern Lazio (Italy), University of Girona (Spain)
• Bachelor of Science (BSc), (Electrical & Electronic Engineering), Ahsanullah University of Science & Technology

Honors and Achievements

• Khan Bahadur Ahsanullah Padak (President Gold Medal), Ahsanullah University of Science and Technology, 2025
• Aquisis International Mobility Grant, Region Bourgogne Franche Comte, France, 2024
• Erasmus Mundus Joint Masters Degree Scholarship, European Union, 2023
• Treasurer, AUST Career Development Club, 2022
• Dean’s List Award for Academic Excellence, Ahsanullah University of Science & Technology, 2021

Publications

1. Revival of Muslin by Phuti Karpas plant identification with convolution neural network, Array, 2025, ScienceDirect. URL
2. Effect of Input Channel Reduction on EEG Seizure Detection, PRZEGLĄD ELEKTROTECHNICZNY, 2023. URL
3. High Accuracy Swin Transformers for Image-based Wafer Map Defect Detection, International Journal of Engineering and Manufacturing(IJEM), 2022, MECS Press. URL
4. Recent Advances in Computer-Aided Medical Diagnosis Using Machine Learning Algorithms with Optimization Techniques, IEEE Access, 2021, IEEE Access. URL
5. Electroencephalogram (EEG) brainwave signal-based emotion recognition using extreme gradient boosting algorithm, Annals of Engineering, 2020. URL

1. ANN based approach to predict criminal trends in Bangladesh, 2022, IEEE. URL
2. A Performance Evaluation of Machine Learning Models on Human Activity Identification (HAI), International Conference on Soft Computing and Pattern Recognition, 2021, Springer International Publishing. URL