Department of Computer Science and Engineering
Ms. Fariha Jahan  Lecturer (Senior Scale)
Name :
Ms. Fariha Jahan
Designation
Lecturer (Senior Scale)  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/farihacse.html
E-mail
farihajahan.cse@diu.edu.bd
Phone
+8809617901233
Cell-Phone
+88 01793819157

Master of Science (M.Sc.) in Computer Science  (Major in Intelligent Systems ), American International University-Bangladesh (AIUB), Dhaka, Bangladesh 

Bachelor of Science (B.Sc.) in Computer Science and Engineering
American International University-Bangladesh (AIUB), Dhaka, Bangladesh 

  • Intellectual Property Rights, Innovation, Technology Transfer & Patents, Department of Computer Science and Engineering (CSE), Daffodil International University, 2026
  • Continuous Quality Improvement (CQI) in Higher Education, IQAC, Daffodil International University, 2026
  • Digital Twin: Transforming the Future of Intelligent systems, Daffodil International University, 2026
  • Building Impactful Research: Topic Section ,Novelty and Acedemic Research Strategy ,Daffodil International University, 2026
  • Research Policy at DIU, Daffodil International University, 2026
  • Essentials of University Academics in Contemporary World:
  • Building Teaching Capability and Developing Research Skills, Daffodil International University, 2026
  • Personal & Professional Development: Research Methodology, HRDI, Daffodil International University, 2022
  • Future of Teaching and Learning, HRDI, Daffodil International University, 2022
  • Personal & Professional Development: Learner-Centric Classroom, HRDI, Daffodil International University, 2022
  • Residential Personal & Professional Development: Metamorphosis, HRDI, Daffodil International University, 2022
  • Personal & Professional Development: Making an Online Course and Edpuzzle, HRDI, Daffodil International University, 2022
  • Three-Day Teacher Training Program, Daffodil International University, 2021
  • Data Mining and Machine Learning
  • Microprocessor and Assembly Language 
  • Algorithms
  • Operating Systems
  • Computer Fundamentals 
  • Software Project V
  • Software Project VI
  • Discrete Mathematics
  • Numerical Methods of Engineering.

Journal Articles

 

  1. Multimodal Federated Learning with Privacy-Preserving Mechanisms in Healthcare: A Mini Review of Convergence, Challenges, and Future Directions (2nd Author)
  2. Predictive Modeling for Survival-Related Outcomes in Lung Cancer Patients With Brain Metastases: A Mini-Review (4th Author), Frontiers in Oncology, Frontiers, 2026, DOI
  3. Explainable deep learning for early diagnosis of chronic kidney disease from CT images in Bangladeshi patients (1st Author), Scientific Reports, Springer, 2026, DOI
  4. Generative AI and the Rise of Deepfake Technology: A Journey from Traditional Techniques to LLM Integration (1st Author), Discover Applied Sciences, Springer, 2026, DOI
  5. DR-RetinaNet: A Deep Learning Approach for Early Screening of Diabetic Retinopathy (3rd Author), Human-Centric Intelligent Systems, Springer, Volume 5, Pages 497-513, 2025, DOI
  6. Novel Approach to Water Plants using IoT and Machine Learning (2nd Author), International Journal of Computer Applications (IJCA), Volume 183, Pages 25-31, 2021, DOI
  7. SHA-256 in Parallel Blockchain Technology: Storing Land Related Documents (1st Author), International Journal of Computer Applications (IJCA), Volume 175, Pages 33-38, 2020, DOI

 

Conference Papers

  1. Short Paper: Dementia Patient Health, Prescriptions ML Dataset: LightGBM Classification of XAI based LIME and SHAP for Dementia Detection (1st Author), NSysS, 2024, DOI
  2. MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN (3rd Author), ICCA, 2024, DOI
  3. A Study on Future Lockdown Predictions using ANN (5th Author), NCIM, 2023, DOI
  4.  Inspection of Picocell’s Performance using Different Models in Different Regions (2nd Author), ICCCS, 2020, DOI
  5. KidsPlay: A Touch Screen Application for Early Childhood Education of Autistic and Learning Disabled Children (2nd Author), ICCA, 2020 DOI
  • Machine Learning & Deep Learning
  • Computer Vision & Medical Image Analysis
  • Artificial Intelligence in Healthcare
  • Federated Learning 
  • Explainable Artificial Intelligence (XAI)
  • Blockchain
  • IoT
  • Graduated Magna Cum Laude for academic excellence in the Master’s program 
  •  Dean’s Award, Fall 2024–2025 (MSc Program)
  •  Dean’s Award, Spring 2016–2017 (BSc Program)
  •  Dean’s Award, Spring 2018–2019 (BSc Program)
  • Lecturer, Daffodil International University (January 2021 – August 2026)
  • International Trainer, Intern at  BRAC International IT (July 2020 – October 2020)