Md. Aquib Azmain
Lecturer
Md. Aquib Azmain is a Lecturer at the Computer Science and Engineering Department, BRAC University. He has completed his BSc and MSc in Software Engineering from Institute of Information Technology, University of Dhaka. Mr. Aquib’s research interests are mainly focused on Automatic Program Repair, Data Mining and Deep Learning. He has several publications in reputed conferences.
In addition, Mr. Aquib was awarded ICT Ministry Fellowship for the purpose of his master's thesis. Also, he has won several awards on project showcasing contests organized by different universities.
Address
Level: 4
Kha-224 Merul Badda
Dhaka 1212. Bangladesh
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Education
+–• Master of Science in Software Engineering
Institute of Information Technology, University of Dhaka
Academic Year: 2019 - 2020• Bachelor of Science in Software Engineering
Institute of Information Technology, University of Dhaka
Academic Year: 2015 - 2018• Higher Secondary Certificate (H.S.C)
Govt. Azizul Haque College, Bogura
Passing Year: 2014• Secondary School Certificate (S.S.C)
Bogura Cantonment Public School and College
Passing Year: 2012 -
Publications
+–Conferences
Azmain, M. A., & Ganguly, K. K. (2021). Automated repair of asymmetric web pages during resolution of mobile friendly problems. In A. R., K. H., M. L., & M. L. (Eds.), International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE - Proceedings (Vols. 2021-April, pp. 461–468). Science and Technology Publications, Lda. https://www.scitepress.org/Link.aspx?doi=10.5220/0010500504610468
Khan, S. S., Niloy, N. T., Aquib Azmain, M., & Kabir, A. (2020). Impact of label noise and efficacy of noise filters in software defect prediction. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE, 347–352.
Huq, S. F., Aquib Azmain, M., Nahar, N., & Nurul Ahad Tawhid, M. (2020). On the evolutionary properties of fix inducing changes. In H. Lichter, S. Aydin, T. Sunetnanta, & T. Anwar (Eds.), Proceedings of the 8th International Workshop on Quantitative Approaches to Software Quality co-located with 27th Asia-Pacific Software Engineering Conference (APSEC 2020) (Vol. 2767, pp. 13–20). https://ceur-ws.org/Vol-2767/
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Professional Activities
+–• Lecturer, Department of Computer Science and Engineering, BRAC University (January 2023 - present)
• Contractual Lecturer, Department of Computer Science and Engineering, BRAC University (February 2021 – December 2022)
• Adjunct Faculty, Department of Computer Science and Engineering, Independent University of Bangladesh (September 2021 – December 2022)
• Short Course Instructor, Institute of Information Technology (IIT), University of Dhaka (July 2018 – February 2021)
• Software Engineer Intern, SELISE rockin’ software (January 2018 – June 2018)
• Requirement Analyst, Glitra Bangladesh, Dhaka (July 2017 – December 2017) -
Courses Taught
+–• CSE230: Discrete Mathematics
• CSE330: Numerical Methods
• CSE471: System Analysis and Design -
Conferences, Talks, and Speaking Engagements
+–• Conference speaker at the 16th International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2021. This conference was held online from April 26 to 27, 2021.
• Guest speaker at a workshop on skill development at the Annual IT Fest & Workshop - 2022, Organized by the Department of Computer Technology, National Institute of Engineering & Technology (NIET), Dhaka. It was held on Sunday, July 24, 2022 at Bishwa Shahitto Kendro, Banglamotor, Dhaka.
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Awards, Honors
+–• “ICT Fellowship 2019-20” for the purpose of Master’s thesis from ICT Division, Bangladesh
• Secured the position of first runners up at “Cybernauts 2018 Project Showcasing” By NSUCEC. Link:
http://www.iit.du.ac.bd/view_achievements/view_achievements_details/51• Secured the position of second runners up at “Technival 2018 Project Showcasing” by KUET. Link: http://www.iit.du.ac.bd/view_achievements/view_achievements_details/52
• Secured the position of second runners up at “BUET CSE Fest Inter University Project Show 2018”. Link: http://www.iit.du.ac.bd/view_achievements/view_achievements_details/53
• Undergraduate excellence scholarship and full tuition waiver in the postgraduate study at University of Dhaka, Bangladesh for excellence in Bachelor of Science in Software Engineering completed in 2018.
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Research Areas/Interests
+–• A machine learning-based inference and analysis of crop production based on climate parameters in Bangladesh: Using standard approaches of machine learning this study provides appropriate prediction models for all the crops considered and infers the numeric effect of various climate factors on the unit production of the crops.
• Improving symmetric structure during resolution of mobile friendly problems in web pages: Mobile friendly problem (MFP) causes the low quality of the website visibility and has a potential risk to decrease usability for a mobile user. The solution proposed an automatic repair technique that generates symmetric mobile friendly patches for a web page.
• On the evolutionary properties of fix inducing changes: Analyzing Fix-Inducing Changes (developer code that introduces bugs) provides the opportunity to estimate bugs beforehand. This study analyzes the evolution of FICs to visualize patterns associated with the introduction of bugs throughout and within project releases.
• Noise filters in software defect prediction: By using a diverse set of classifiers, imbalance-methods and noise filters, this study empirically investigates how the presence of label noise in post-release defect prediction datasets affect performance and evaluates the effectiveness of noise filters in minimizing the adverse effects of noise.
• Towards the detection and refactoring of message chains: This study proposes a method of detecting and suggesting the refactoring for Message Chains (a code smell).