Mr Md Mahmudul Hasan
Casual Academic

Mr Md Mahmudul Hasan

2019 – 2021

 

 

Research Area

Master of Philosophy (M Phil)

Centre for Accident Research and Road Safety- Queensland (CARRS-Q)
Queensland University of Technology (QUT), Australia

Applied Computer Science (Machine Learning)

Thesis Title

Biomedical Signal-based Driver Drowsiness Detection Using Machine Learning: Singular and Hybrid Approaches

Result

7.00 out of 7.00 (High Distinction) in compulsory coursework

2012 - 2016

Bachelor of Science in Electrical and Electronic Engineering (EEE)

Khulna University of Engineering & Technology (KUET), Bangladesh

Research Area

Applied Computer Science

Thesis Title

Development of an EEG-based Biometric Identification and Authentication System Using Artificial Neural Networks

Result

3.80 (83% marks) out of 4.00 (First-class Honours; with High Distinction)

Class position: 7th (out of 107 students)
Engineering
Computer Science and Engineering

Md Mahmudul Hasan is a casual academic and PhD scholar at School of CSE, The University of New South Wales (UNSW). Hasan has completed his Masters by Research Degree (MPhil) in Biomedical Engineering & Computer Engineering (2021) from Queensland University of Technology (QUT), Australia.

Mahmudul loves to apply his engineering knowledge to Medical applications, particularly relating to his PhD research project in Medical Imaging and Applied Machine Learning/Deep Learning. He has been involved in various multidisciplinary research projects in Biomedical Engineering, including Medical Biometrics, Sleep research/cognition, EEG based emotion detection and was awarded the "Australian Govt. RTP Scholarship", "University Dean's Award" and “Joy Bangla Youth Award-2015” as a recognition. Apart from his research activities, Hasan is a successful content writer & Youtuber. He loves coding, vlogging, cycling, hiking, and traveling.

 
E-mail
md_mahmudul.hasan@unsw.edu.au
Location
Building K17, UNSW, Sydney 2052, Australia
  • Journal articles | 2022
    Hasan MM; Watling CN; Larue GS, 2022, 'Physiological signal-based drowsiness detection using machine learning: Singular and hybrid signal approaches', Journal of Safety Research, vol. 80, pp. 215 - 225, http://dx.doi.org/10.1016/j.jsr.2021.12.001
    Journal articles | 2021
    Hasan MM; Hasan N; Afroz D; Jibon FA; Hossen MA; Parvage MS; Aongkon JS, 2021, 'Electroencephalogram Based Medical Biometrics using Machine Learning: Assessment of Different Color Stimuli', Advances in Science, Technology and Engineering Systems Journal, vol. 6, pp. 27 - 34, http://dx.doi.org/10.25046/aj060304
    Journal articles | 2021
    Komol MMR; Hasan MM; Elhenawy M; Yasmin S; Masoud M; Rakotonirainy A, 2021, 'Crash severity analysis of vulnerable road users using machine learning', PLoS ONE, vol. 16, http://dx.doi.org/10.1371/journal.pone.0255828
    Journal articles | 2021
    Watling CN; Mahmudul Hasan M; Larue GS, 2021, 'Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review', Accident Analysis and Prevention, vol. 150, http://dx.doi.org/10.1016/j.aap.2020.105900
    Journal articles | 2020
    Roy S; Kiratnia SG; Roy PN; Hasan MM; Howlader AH; Rahman MS; Islam MR; Rana MM; Abdulrazak LF; Mehedi IM; Islam MS; Hossain MB, 2020, 'Numerical investigation into optoelectronic performance of ingan blue laser in polar, non-polar and semipolar crystal orientation', Crystals, vol. 10, pp. 1 - 24, http://dx.doi.org/10.3390/cryst10111033
  • Conference Papers | 2019
    Hasan MM; Ashfaqulislam M; Imtiyaz SA; Mahbubhasan M, 2019, 'Presumption method for detecting and analyzing human mental behavior by employing EEG signal', in 4th International Conference on Electrical Engineering and Information and Communication Technology, iCEEiCT 2018, pp. 519 - 523, http://dx.doi.org/10.1109/CEEICT.2018.8628137
    Conference Papers | 2019
    Hasan MM; Hasan N; Islam MM; Suhi M, 2019, 'Human Identification Based on Color Stimuli', in 1st International Conference on Advances in Science, Engineering and Robotics Technology 2019, ICASERT 2019, http://dx.doi.org/10.1109/ICASERT.2019.8934893
    Conference Papers | 2019
    Hasan MM; Hasan N; Rahman A; Rahman MM, 2019, 'Effect of Smoking in EEG Pattern and Time-Frequency Domain Analysis for Smoker and Non-Smoker', in 5th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IC4ME2 2019, http://dx.doi.org/10.1109/IC4ME247184.2019.9036492
    Conference Papers | 2019
    Hasan N; Hasan MM; Alim MA, 2019, 'Design of EEG Based Wheel Chair by Using Color Stimuli and Rhythm Analysis', in 1st International Conference on Advances in Science, Engineering and Robotics Technology 2019, ICASERT 2019, http://dx.doi.org/10.1109/ICASERT.2019.8934493
    Conference Papers | 2017
    Hasan M; Sohag HA; Ali E; Ahmad M, 2017, 'Estimation of the most effective rhythm for human identification using EEG signal', in Proceedings of 9th International Conference on Electrical and Computer Engineering, ICECE 2016, IEEE, Dhaka, BANGLADESH, pp. 90 - 93, presented at 9th International Conference on Electrical and Computer Engineering (ICECE), Dhaka, BANGLADESH, 20 December 2016 - 22 December 2016, http://dx.doi.org/10.1109/ICECE.2016.7853863
    Conference Papers | 2017
    Hasan MM; Sohag MHA; Ahmad M, 2017, 'EEG biometrics based on small intra-individual & large inter-individual difference of extracted features', in ICECTE 2016 - 2nd International Conference on Electrical, Computer and Telecommunication Engineering, http://dx.doi.org/10.1109/ICECTE.2016.7879629
    Conference Papers | 2016
    Sohag HA; Hasan M; Khatun M; Ahmad M, 2016, 'An accurate and efficient solar tracking system using image processing and LDR sensor', in 2nd International Conference on Electrical Information and Communication Technologies, EICT 2015, IEEE, Khulna, BANGLADESH, pp. 522 - 527, presented at 2nd International Conference on Electrical Information and Communication Technology (EICT 2015), Khulna, BANGLADESH, 10 December 2015 - 12 December 2015, http://dx.doi.org/10.1109/EICT.2015.7392008

UNSW Tuition Fee Scholarship

QUT Faculty Write-Up Scholarship

Australian Government Research Training Program (RTP) Scholarship

February 2019 - August 2020

Achieved the prestigious Australian Government Research Training Program (RTP) Scholarship for full-time Master study at QUT, Australia.

Amount:  AU$ 27,597 per annum (full-time rate, tax-exempt)

February 2012 - May 2016

Awarded BSc degree with honours & listed in Dean's list of EEE faculty for excellent results in last consecutive six terms (three academic years).

Amount: N/A

February 2012 - May 2016

Achieved Prime Bank Foundation Scholarship throughout the four years of undergraduate studies for outstanding results.

Amount: 1,05,600 BDT (AU$ 1,760)

May 2015

One of the top 200 achievers of "Joy Bangla Youth Award-2015" in research sector organised by Centre for  Research & Information (CRI),  Bangladesh.

Amount: 20,000 BDT (AU$ 333.33)

 

February 2019 – February 2021

Postgraduate researcher

Centre for Accident Research and Road Safety- Queensland (CARRS-Q)

Queensland University of Technology (QUT), Australia

 

August 2020 -  December 2020

Data Analyst/ Research Officer

Centre for Accident Research and Road Safety- Queensland (CARRS-Q)

Queensland University of Technology (QUT), Australia

Type: Casual; 7.25 Hrs/week

 

August 2016 - Jan 2019

Supervision of undergraduate thesis students

Department of Electrical and Electronic Engineering (EEE)

Bangladesh Army University of Engineering and Technology (BAUET)

 

Supervised projects

(as principal supervisor)
  • EEG-based human emotion detection
  • EEG-based wheelchair control
  • Smoker and non-smoker identification using EEG
  • Human Identification using EEG based on colour stimulation
  • Biomedical signal-based health care system using wearable devices             

May 2015 - May 2016

Completed bachelor thesis
Department of Electrical and Electronic Engineering (EEE)
Khulna University of Engineering & Technology (KUET), Bangladesh

Responsibilities

I have implemented an EEG based biometric identification and authentication system using ANN under the supervision of Professor Dr Mohiuddin Ahmad. The thesis work was devoted to the EEG biometrics with the help of machine learning tools, exclusinvely using artificial neural networks.

November 2014 - May 2015

Completed bachelor project
Department of Electrical and Electronic Engineering (EEE)
Khulna University of Engineering & Technology (KUET), Bangladesh

Responsibilities

 

I have developed a sun tracking solar panel using image processing, Arduino and LDR sensor under the supervision of Professor Dr Md. Nurunnobi  Mollah. The unique feature of the project is based on cost-effective policy, and it is now becoming an extensively accessible technology for the rural people of Bangladesh.