Ph.D in CSE (Ongoing)
Dhaka University of Engineering & Technology, Gazipur, Bangladesh.

M.Sc.  in CSE
University of Asia Pacific, Dhaka, Bangladesh.

B.Sc. in CSE
University of Asia Pacific, Dhaka, Bangladesh.

• Block chain, Under Fast Track Future Leader (FTFL), LICT project of Bangladesh Computer Council (BCC), ICT Division, Supervised by University of Dhaka.
• e-Learning, Organized by KJS Co. Ltd.(KJS), Japanese e-learning Company, Supervised by JICA Bangladesh.
• Agile Planning Poker Estimation Techniques, Jointly Organized by PMaspire Limited and ADN EduServices Limited.
• Teachers Training (50 hrs.), Organized by Future Gen International School and College (English Version).
• Outcome-Based Education (OBE) & Bloom’s Taxonomy by Prof. Dr. Md. Mozahar Ali - Bangladesh Agricultural University

• Software Engineering
• Structured programming
• Computer Algorithms
• Data Structure
• Discrete Mathemetics
• Numerical Analysis 
• Computer Architecture
• System Analysis and Design
• Object Oriented Programming

Conférence Papers: 

1. Ayesha Siddika, Tapu Rayhan, Md. Shahariar Sarkar, Md. Mahedi Hassan, “ Emotion Recognigation and Analysis System (ERAS): Leveraging Advanced AI for real-time Emotion detection in social Media content”, 4th International Conference on Electrical, Computer and Communication Engineering (ECCE 2025), IEEE Xplore, 13-15 January, 2025.
2. Md. Mahedi Hassan, Noshin Un Noor, Mohammad Anwar Hossain, Md. Shahriar Sarkar, Ayesha Siddika, Sagar Kumer Ghosh, “Enhancing Drinking Water Quality Assessment: An Exploration of Elemental Composition for Drinkable Water”, 4th International Conference on Electrical, Computer and Communication Engineering (ECCE),), IEEE Xplore, 13-15 January, 2025.
3. Md. Ashik Sarker Lifat, Md. Shahariar Sarkar, Ayesha Siddika, Sheikh Tanjil Sharif, “ Comparative Evaluation of Structural, Diffusion Tensor, and Perfusion MRI for MGMT Methylation Prediction in Glioblastoma Using Deep Learning Approach”, 27th International Conference on Computer and Information Technology, IEEE Xplore, 20-22 December, 2024.
4. Tapu Rayhan, Ayesha Siddika, Mehedi Hasan, Nafisa Sultana Elme, “Social Media Emotion Detection and Analysis System using cutting-edge Artificial Intelligence Techniques”, 9th International Congress on Information and Communication Technology (ICICT), UK, Publisher Springer Nature,August,2024.
5. Md Nazmus Sakib, Kazi Hassan Robin, Ayesha Siddika, Shamsun Nahar, “A Novel Approach of Detecting Malicious Phishing URL Using Self-Organizing Map”, Scopus (Elsevier), (Clarivate Analytics),(Gale),(CNPIEC), pp. 259–268, January, 2024, In book: Automatic Control and Emerging Technologies
6. Shibu Debnath Ovi, Rajib Mondal, Ayesha Siddika,“ Multi Warhead Multi Shells System (MWMSS) of Missile Defense System”, International  Conference  on Emerging Trends in Engineering and Advanced Science” (ICETEAS-2021), Publisher  AIJR,  ISSN: 2582-3922, SBN: 978-81-954993-5-9, pp. 86-92, November 4-5, 2021.
7. Md. Rakibul Hassan,Jharka Akter Jhumur, Ayesha Siddika, Kazi M. Amanat Kamal, Md. Nazmus Sakib, “Social Network Images Vulnerability Detection Using Graph Neural Network (GNN)”, International  Conference  on Emerging Trends in Engineering and Advanced Science” (ICETEAS-2021), Publisher  AIJR,  ISSN: 2582-3922, SBN: 978-81-954993-5-9, pp. 69-76, November 4-5, 2021.

Journal Papers: 

1. Ayesha Siddika, Momotaz Begum,  Fahmid Al Farid,  Jia Uddin,  Hezerul Abdul Karim, “ Enhancing Software Defect Prediction Using Ensemble Techniques and Diverse Machine Learning Paradigms”, Eng Journal (Q2 ranking), MDPI publisher, 15 July, 2025, 
2. Ayesha Siddika, Mim Sultana, “Maternal Health Risk Analysis by using Exploratory Data Analysis and Machine Learning Algorithms”, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE), Publisher Technoarete Research and Development Association, Vol 10, Issue 9, pp.146-151, September 2023.
3. Ayesha Siddika, S M Bayazid Khan, “A Smart Book Reader for Visual Impairment Persons Using Dot Matrix Mechanism”, European Modern Studies Journal (EMSJ), ISSN 2522-9400, Vol. 5, Issue No. 5 , pp.199-203, 22th November, 2021.
4. Engr. Md. Mustafa Kamal, Mahbub Ul Alam, Md. Nesar Rahman, Sah Riyadh Hasan Rana, Ayesha Siddika, ” Dynamic Reconfiguration with Virtual LANs”, International Journal of Computer Science and Information Security(IJCSIS), https://sites.google.com/site/ijcsis/ ISSN 1947-5500, Vol. 18 , Issue No. 9,  Pp. 66-77, September  2020.
5. Ayesha Siddika, Imam Hossain, “LPG Gas Leakage Monitoring and Alert System using Arduino”, International Journal of Science and Research (IJSR), Volume 9, Issue 1, Pp. 1734-1737, January 2020.
6. Ayesha Siddika, Md. Nesar Rahman, Muhammad Shafiqul Islam, MD. Shahajada, Mahbub Ul Alam, “Image Quality Analysis Using Gray Level Co-Occurance Matrix (GLCM)”, IOSR Journal of Computer Engineering (IOSR-JCE), e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 21, Issue 5,  PP 33-46, Ser. III (Sep - Oct 2019).
7. Md. Nesar Rahman, Ayesha Siddika, Muhammad Shafiqul Islam, Md. Shahajada, "Straggler Problem –Tail Latancy in Distributed network", International Journal of Computer Sciences and Engineering, Vol.7, Issue.8, pp.187-200, August, 2019.
8. Abu Sayed, A Abu Saied Md. Abdul Kaiyum, Tanjila Sheikh, Ayesha Siddika, “An Android-Based Application to Prevent Suicidal Attempt”, International Journal of Scientific and Technical Research in Engineering (IJSTRE), ISSN: 2581-9941, Volume 4, Issue 4,  Pp 13-18, Jul-Aug 2019.
9. Sangeeta Sarkar, Susmita Sikder, Saiful Islam Ashik, Ayesha Siddika, “Analysis, Design and Development of an IoT Based Water Management System for Residence”, Global Scientific Journals, Volume 6, Issue 10, Pp 398-403, October 2018.
10. Ayesha Siddika , Md. Deluar Hussain , Md. Saddam Hossain , Md. Farhaduzzaman, “Analysis, Design and Development of Arduino Based Women Safety Device Using IoT”, International Journal of Advancements in Research & Technology, Volume 7, Issue 9, September-2018.
11. Ayesha Siddika, Sayeda Farzana Nasrin, “Design and Development of Arduino Based Automatic Fan Control System using PIR and LM35 sensor”, Global Scientific Journals, Volume 6, Issue 8,  Pp 378-389, August 2018.
12. Ayesha Siddika, Mohammad Mobarak Hossain, “A Methodology for the Simulation of the World Wide Web”, International Journal of Scientific & Engineering Research, Volume 9, Issue 7, Pp. 1626-1630, July-2018.

Book Chapter: 

1. Tapu Rayhan, Ayesha Siddika, Mehedi Hasan, Nafisa Sultana Elme, “Social Media Emotion Detection and Analysis System using cutting-edge Artificial Intelligence Techniques”, 9th International Congress on Information and Communication Technology (ICICT), UK, Publisher Springer Nature,August,2024, Book Series: Lecture Notes in Networks and Systems
2. Md Nazmus Sakib, Kazi Hassan Robin, Ayesha Siddika, Shamsun Nahar, “A Novel Approach of Detecting Malicious Phishing URL Using Self-Organizing Map”, Scopus (Elsevier), (Clarivate Analytics),(Gale),(CNPIEC), pp. 259–268, January, 2024, In book: Automatic Control and Emerging Technologies.

Machine Learning, Deep Learning, Software Diagnosis, Software Reliability, Software Quality Control, Internet of Things

• Complementary Education Scholarship for Academic Excellence in All-Academic Years in UAP.

• IEB(The Institution of Engineers, Bangladesh)- Member 
• CTO(Chief Technology Officers) - Fellow Member 

1st July, 2019 to 15 September,2025
Assistant Professor 
Dept. of Computer Science and Engineering
World University of Bangladesh,  Uttara Sector 17H, Dhaka 1230

25th October, 2021- 31st December, 2021
Associate DPG Coordinator,
a2i Project under of UNDP 

17th November, 2019 to 17th April, 2020
Head Coach, ICT project
Advance Games &  Apps Development
Under Digicon Technologies Ltd.

1st July, 2017 to 30th June, 2019
Senior lecturer, Dept of CSE
World University of Bangladesh, Dhanmondi, Dhaka-1205

January, 2016 to December, 2021
Guest Faculty, DCSA Program
Bangladesh Open University (BOU)

19th January, 2014 to 30th June,2017
Lecturer, Dept of CSE
World University of Bangladesh,  Dhanmondi, Dhaka-1205

July, 2013 to December, 2013
Trainee Teacher, Future Gen International School and College( English version), 
Dhanmondi, Dhaka-1205