Personal profile

Biography

Ayesha Siddika is an Assistant Professor in the Department of Computer Science and Engineering (CSE) at the World University of Bangladesh. Previously, she served as a guest faculty member at Bangladesh Open University and contributed to mobile game and app development at the ICT Division of Bangladesh as a Head Coach. She earned her MSc. in CSE from the University of Asia Pacific in 2015, specializing in texture analysis. She is currently pursuing a Ph.D. at the Dhaka University of Engineering and Technology. Ayesha has published 20 articles in various journals and conferences.

With over 12 years of teaching experience, she has coordinated programs for more than 2 years. She holds several international and national certifications, including

Blockchain, Fast Track Future Leader (FTFL), LICT project of Bangladesh Computer Council (BCC), ICT Division, supervised by the University of Dhaka, 2019.
e-Learning, organized by KJS Co. Ltd. (KJS), a Japanese learning company, supervised by JICA Bangladesh, 2019.
The Agile Planning Poker Estimation Techniques workshop, jointly organized by PMaspire Limited and ADN EduServices Limited in 2017.
A 50-hour Teacher Training program, organized by Future Gen International School and College (English Version) in 2014.

Education/Academic Qualification

Software Engineering, PhD, Dhaka University of Engineering & Technology

2022 → Ongoing

Software Engineering, MCS, University of Asia Pacific

2023 → 2015

Award Date: 01 October, 2015

CSE, BCS, University of Asia Pacific

2009 → 2013

Award Date: 20 March, 2013

External positions

Project Coordinator, UNDP Project, a2i
2022

Head Coach, Mobile Game and App Development, ICT Division, Bangladesh
2019

Guest Faculty, Bangladesh Open University (BOU)
2016

Research expertise keywords

Machine Learning DL NLP Software Diagnosis Software Reliability Software Quality Assurance

📚

Research output

Article

Conference paper

Books

Books Chapter

2025

Enhancing Software Defect Prediction Using Ensemble Techniques and Diverse Machine Learning Paradigms

Siddika, A., Begum, M., Farid, F.A., Karim, H.A. and [Other Author(s)] (2025) Enhancing software defect prediction using ensemble techniques and diverse machine learning paradigms. Eng, 6(7), p.161. https://doi.org/10.3390/eng6070161. Licensed under CC BY 4.0.

Research output : Contribution to journal › Paper › peer-review

Emotion Recognition and Analysis System (ERAS): Leveraging Advanced AI for real-time Emotion Detection in Social Media Content

Siddika, A., Rayhan, T., Sarkar, M.S. and Hassan, M.M. (2025) Emotion Recognition and Analysis System (ERAS): Leveraging advanced AI for real-time emotion detection in social media content. In: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh, February 2025. IEEE. https://doi.org/10.1109/ECCE64574.2025.11013817

Research output : Contribution to conference › Paper › peer-review

Enhancing Drinking Water Quality Assessment: An Exploration of Elemental Composition for Drinkable Water

Hassan, M.M., Noor, N.U., Hossain, M.A. and Ghosh, S.K. (2025) Enhancing drinking water quality assessment: An exploration of elemental composition for drinkable water. In: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox’s Bazar, Bangladesh, February 2025. IEEE. https://doi.org/10.1109/ECCE64574.2025.11013463

Research output : Contribution to conference › Paper › peer-review

2024

Comparative Evaluation of Structural, Diffusion Tensor, and Perfusion MRI for MGMT Methylation Prediction in Glioblastoma Using Deep Learning Approach

Lifat, M.A.S., Sarkar, M.S., Siddika, A. and Sharif, S.T. (2024) Comparative evaluation of structural, diffusion tensor, and perfusion MRI for MGMT methylation prediction in glioblastoma using deep learning approach. In: 2024 27th International Conference on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh, 19–21 January 2024. IEEE. https://doi.org/10.1109/ICCIT64611.2024.11022425

Research output : Contribution to conference › Paper › peer-review

Social Media Emotion Detection and Analysis System Using Cutting-Edge Artificial Intelligence Techniques

Rayhan, T., Siddika, A., Hasan, M. and Elme, N.S. (2024) Social media emotion detection and analysis system using cutting-edge artificial intelligence techniques. In: Yang, X.-S., Joshi, A., Chung, P.W.H., & Mishra, D. (eds.) Proceedings of Ninth International Congress on Information and Communication Technology (CICT 2024), Volume 5, London, UK, August 2024. Singapore: Springer, pp. xxx–xxx. https://doi.org/10.1007/978-981-97-3289-0_40

Research output : Contribution to conference › Paper › peer-review

A novel approach of detecting malicious phishing url using self-organizing map

Sakib, M.N., Robin, K.H., Siddika, A. and Nahar, S. (2024) A novel approach of detecting malicious phishing URL using self-organizing map, Proceedings of International Conference on Data Analytics and Insights (ICDAI 2023). Singapore: Springer, pp. 285–295. https://doi.org/10.1007/978-981-97-0126-1_23

Research output : Contribution to chapter › Chapter › peer-review

2023

Maternal Health Risk Analysis by using Exploratory Data Analysis and Machine Learning Algorithms

Siddika, A. and Sultana, M. (2023) Maternal health risk analysis by using exploratory data analysis and machine learning algorithms. International Journal of Engineering Research in Computer Science and Engineering, 10(9), pp. 146–151.

Research output : Contribution to journal › Paper › peer-review

2022

Social Network Images Vulnerability Detection Using Graph Neural Network (GNN)

Hassan, M.R., Jhumur, J.A., Siddika, A. and Sakib, M.N. (2022) Social network images vulnerability detection using graph neural network (GNN). In: Proceedings of the International Conference on Emerging Trends in Engineering and Advanced Science. https://doi.org/10.21467/proceedings.123.9

Research output : Contribution to conference › Paper › peer-review

Multi Warhead Multi Shells System (MWMSS) of Missile Defense System

Debnath Ovi, S., Siddika, A. and Mondal, R. (2022) Multi warhead multi shells system (MWMSS) of missile defense system. In: Proceedings of the International Conference on Emerging Trends in Engineering and Advanced Science. https://doi.org/10.21467/proceedings.123.11

Research output : Contribution to conference › Article › peer-review

2021

A Smart Book Reader for Visual Impairment Persons Using Dot Matrix Mechanism

Siddika, A. and Khan, S.M.B. (2021) A smart book reader for visual impairment persons using dot matrix mechanism. European Modern Studies Journal (EMSJ), 5(5), pp. 199–203.

Research output : Contribution to journal › Article › peer-review

2020

Licensed Under Creative Commons Attribution CC BY LPG Gas Leakage Monitoring and Alert System using Arduino

Siddika, A. and Hossain, I. (2018) LPG gas leakage monitoring and alert system using Arduino. International Journal of Science and Research (IJSR), 9(1), pp. 1734–1737. https://doi.org/10.21275/ART20204396.

Research output : Contribution to journal › Paper › peer-review

DYNAMIC RECONFIGURATION WITH VIRTUAL LANS

Kamal, M.M., Alam, M.U., Rahman, M.N., Rana, S.R.H. and Siddika, A. (2020) Dynamic reconfiguration with virtual LANs. International Journal of Computer Science and Information Security (IJCSIS), 18(9), pp. 66–77

Research output : Contribution to journal › Article › peer-review

2019

An Android-Based Application to Prevent Suicidal Attempt

Sayed, A.A., Kaiyum, A.S.M.A., Sheikh, T. and Siddika, A. (2019) An Android-based application to prevent suicidal attempt. International Journal of Scientific and Technical Research in Engineering (IJSTRE), 4(4), pp. 13–18.

Research output : Contribution to journal › Article › peer-review

Straggler Problem –Tail Latancy in Distributed network

Rahman, M.N., Siddika, A., Islam, M.S. and Shahajada, M. (2019) Straggler problem – tail latency in distributed network. International Journal of Computer Sciences and Engineering, 7(8), pp. 187–200.

Research output : Contribution to journal › Paper › peer-review

Image Quality Analysis Using Gray Level Co-Occurance Matrix (GLCM)

Siddika, A., Rahman, M.N., Islam, M.S., Shahajada, M. and Alam, M.U. (2019) Image quality analysis using gray level co-occurrence matrix (GLCM). IOSR Journal of Computer Engineering (IOSR-JCE), 21(5), pp. 33–46,2019.

Research output : Contribution to journal › Article › peer-review

2018

A Methodology for the Simulation of the World Wide Web

Siddika, A. and Hossain, M.M. (2018) A methodology for the simulation of the World Wide Web. International Journal of Scientific & Engineering Research (IJSER), 9(7), pp. 1626–1630.

Research output : Contribution to journal › Article › peer-review

Design and Development of Arduino Based Automatic Fan Control System using PIR and LM35 sensor

Siddika, A. and Nasrin, S.F. (2018) Design and development of Arduino based automatic fan control system using PIR and LM35 sensor. Global Scientific Journals, 6(8), pp. 378–389.

Research output : Contribution to journal › Article › peer-review

Analysis, Design and Development of Arduino Based Women Safety Device Using IoT

Siddika, A., Hussain, M.D., Hossain, M.S. and Farhaduzzaman, M. (2018) Analysis, design and development of Arduino based women safety device using IoT. International Journal of Advancements in Research & Technology, 7(9), September 2018.

Research output : Contribution to journal › Article › peer-review

Analysis, Design and Development of an IoT Based Water Management System for Residence

Sarkar, S., Sikder, S., Ashik, S.I. and Siddika, A. (2018) Analysis, design and development of an IoT based water management system for residence. Global Scientific Journals, 6(10), pp. 398–403.

Research output : Contribution to journal › Article › peer-review

📖

Supervised Work