Jannatul Ferdous

Lecturer, Department of Computer Science and Engineering
International University of Business Agriculture and Technology (IUBAT), Dhaka, Bangladesh

Biography

Jannatul Ferdous is a dedicated academic and emerging researcher in the field of Computer Science and Engineering. She currently serves as a Lecturer in the Department of CSE at IUBAT, where she teaches undergraduate courses, mentors student projects, and actively supports students’ academic and career development.

She has a strong professional background in software development and software quality assurance, having worked as an SQA Engineer at AIGA and as a Web Development Intern at Kansai Norac Paint Ltd. Her technical expertise covers full-stack web development, database systems, and machine learning.

Ms. Ferdous’s research interests span deep learning, speaker identification, wireless networks, and explainable artificial intelligence (XAI). She has co-authored multiple peer-reviewed research articles, with several papers currently accepted and under review in reputed international journals, reflecting her growing contribution to the research community.

Research Interests

  • Deep Learning

  • Speaker Identification

  • Wireless Ad Hoc & Sensor Networks

  • Explainable Artificial Intelligence (XAI)

  • Machine Learning Applications

Education

B.Sc. in Computer Science & Engineering
International University of Business Agriculture and Technology (IUBAT) — 2022

Thesis:
Text-Independent Speaker Identification Model Using Deep Learning

  • Achieved 98% accuracy using CNN and MFCC features

Professional Experience

Lecturer, Department of Computer Science and Engineering
IUBAT, Dhaka, Bangladesh
📅 Sep 2023 – Present

Software Quality Assurance (SQA) Engineer
AIGA
📅 Mar 2023 – Aug 2023

Web Development Intern
Kansai Norac Paint Ltd.
📅 Oct 2022 – Dec 2022

Research & Publications

Peer-Reviewed Publications (Accepted)

  • Deep Learning-Based Text-Independent Speaker Identification Model
    Journal of Pattern Recognition (In Press)

  • Optimizing Energy Efficiency and Resource Management in Wireless Ad Hoc and Sensor Networks
    Journal of Network and Computer Applications (In Press)

  • Machine Learning Models for Predictive Diagnostics in Modern Healthcare Systems
    Journal of Medical Image Analysis (In Press)

Manuscripts Under Review

  • 6G Wireless Communications Enabled by Blockchain: Privacy and Middleware Architecture
    International Journal of Distributed Sensor Networks

  • Explainable AI, Augmented Reality, and Metaverse Convergence in Smart Cities
    Journal of Expert Systems

Technical Skills

Programming Languages
Python, PHP, SQL, C, C++

Databases
MySQL, Oracle DB, MongoDB

Frameworks & Tools
Django, Oracle APEX, Git, GitHub, LaTeX

Machine Learning & Data Analysis
TensorFlow/Keras, Scikit-learn, Pandas

Academic Projects

  • Online Payroll Management System
    Developed using HTML, CSS, PHP, and MySQL

  • Train Ticket Booking System
    Built with Django, Python, and MySQL

Leadership & Engagement

  • Advisor, Hult Prize at IUBAT
    📅 Oct 2025 – Present

Languages

  • Bangla (Native)

  • English (Proficient)

Contact & Online Profiles

📧 Email: jannatul.cse@iubat.edu
📞 Phone: +8801307713087

🔗 Portfolio: https://jannatul498.github.io/My-Portfolio
💻 GitHub: github.com/Jannatul498
🔗 LinkedIn: linkedin.com/in/jannatul-ferdous-7109a5239