Ms. Tanpia Tasnim | Green University of Bangladesh

Ms. Tanpia Tasnim

Lecturer & PC (EV)

M.Sc. in Computer Science, Jahangirnagar University, Bangladesh.

B.Sc. in Electronics and Communication Engineering, Khulna University of Engineering & Technology (KUET), Bangladesh.

Lecturer (May 16, 2019 – Present)

Department of Computer Science and Engineering
Green University of Bangladesh, Dhaka, Bangladesh.

Conducted Courses: Computer Networking, Computer Networking Lab, Web Programming Lab, Discrete Mathematics, Structured Programming, Structured Programming Lab, Object Oriented  Programming, Object Oriented  Programming Lab, Data Structures, Data Structures Lab, Algorithms Lab, Database Systems Lab, Data Communications, Microprocessors & Microcomputers, and Engineering Drawing.

Key Responsibilities: To conduct classes at undergraduate levels, Grading, Preparing academic materials, Counseling students, organizing seminars and workshops, etc.

 

Program Coordinator (July 1, 2021 – Present)

Department of Computer Science and Engineering
Green University of Bangladesh, Dhaka, Bangladesh

Key Responsibilities: Course offering, Course assignment and load distributions, Student handling for their course registration, Credit equivalence for credit transfer students, Class and Exam routines preparation, etc.

1. T Tasnim, MMH Shuvo, S Hasan, “Study of Speckle Noise Reduction from Ultrasound B-mode Images Using Different Filtering Techniques”, 4th International Conference on Advances in Electrical Engineering (ICAEE), IEEE, 28-30 September 2017, Dhaka, Bangladesh.

2. AZSB Habib, T Tasnim, MM Billah, “A study on Coronary Disease Prediction Using Boosting-based Ensemble Machine Learning Approaches”, International Conference on Innovation in Engineering and Technology(ICIET), IEEE, 2019.

3. AZSB Habib, T Tasnim, “An Ensemble Hard Voting Model for Cardiovascular Disease Prediction”, 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), IEEE, 19-20 December 2020.

4. ME Islam, T Tasnim, MY Arafat, AZSB Habib, “Credit Card Fraud Detection Techniques: A Comparative Analysis”, 2022 25th International Conference on Computer and Information Technology (ICCIT), IEEE, 12-13 December 2022.

5. AZSB Habib; ME Islam; MAB Syed; MY Ahamed; T Tasnim, “Pediatric Bone Age Prediction Using Deep Learning”, 2023 26th International Conference on Computer and Information Technology (ICCIT), IEEE, 2023.

6. K Fahad, MF Joarder, M Nahid, and T Tasnim, “Road Accidents Severity Prediction Using A Voting Based Ensemble ML Model”, 2023 International Conference on Big Data, IoT and Machine Learning 2023 (BIM 2023), Springer, 6-7 September 2023.

7. AZSB Habib, MAB Syed, ME Islam, and T Tasnim, “Investigation of Polycystic Ovary Syndrome (PCOS) Diagnosis Using Machine Learning Approaches”, 2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), IEEE, 9-10 December 2023.

8. KH Islam, D Biswas, MM Akash, T Tasnim and AZSB Habib, “ThyroStack: A Stacking Model for Thyroid Disease Prediction”, 2024 5th International Conference on Sustainable Technologies forIndustry 5.0 (STI), 14-15 December 2024.

9. M Tabasum, AZSB Habib, T Tasnim, ME Islam, MY Ahamed, and MAB Syed, “AquaAugmentor: A Novel Feature Augmentation Algorithm for Water Potability Prediction”, 2024 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), 14-15 December 2024.

10. MY Ahamed, MAB Syed, MN Tani, T Tasnim, and AZSB Habib, “A Novel Approach to Menstrual Cycle Prediction Using GAN-Generated Data and Transformer Model for Tabular Data”, 10th IEEE International WIE Conference on Electrical and Computer Engineering 2024 (WIECON-ECE), 6-7 December 2024.

 

  • Dean’s List of the Faculty of Electrical & Electronic Engineering, KUET.
  • Vocational Scholarship from Khulna University of Engineering & Technology (KUET).

Research Area of Interest:

  • Machine Learning (ML)
  • Deep Learning (DL)
  • Natural Language Processing (NLP)

Specialization:

  • Interpretable Machine Learning and Deep Learning Models for Medical Data Analysis
  • Traffic and Transportation Prediction
  • Recommendation System
  • Text Classification and Sentiment Analysis

Mentor Moderator (February, 2021 – October, 2021)

Department of Computer Science and Engineering,
Green University of Bangladesh, Dhaka, Bangladesh.

Summary of Departmental Activities:

  • Program Coordinator, Dept. of CSE.
  • Member Secretary of the Committee for Providing Smooth Transport Services of GUB.
  • Member Secretary, Publication, and Editorial Board.
  • Member, Research cell, Artificial Intelligence, and Machine Learning.
  • Member, Departmental Strategic Committee
  • Member, Credit Equivalence Committee.
  • Rapporteur at STI.
  • Member, Food and Refreshment Committee at STI.
  • Member of the Committee for Organizing CSE Carnival

Certifications:

  • Professional Training on ‘JAVA’ under the Top-up IT training program on the LICT project of Bangladesh Computer Council (BCC).
  • Certificate in Teaching and Learning (CTL) at Green University of Bangladesh.

Conducted Courses:

  • Computer Networking
  • Computer Networking Lab
  • Web Programming Lab
  • Discrete Mathematics
  • Structured Programming
  • Structured Programming Lab
  • Object-Oriented Programming
  • Object-Oriented Programming Lab
  • Data Structures
  • Data Structures Lab
  • Database System Lab
  • Algorithms Lab
  • Engineering Drawing
  • Data Communication
  • Microprocessors & Microcontrollers