Department of Computer Science & Engineering (CSE)

Tasfia Tasnim

Lecturer, Department of Computer Science & Engineering (CSE)

Contact Information

Room - 816, General Mustafiz Tower, MIST.

Mirpur Cantonment, Dhaka-1216, Bangladesh

Academic Qualification

  • B.Sc. in Computer Science and Engineering (4 Years)
    • Military Institute of Science and Technology.

Awards & Honors

  • MIST Dean’s List of honor – 2018.

  • MIST Dean’s List of honor – 2019.

  • MIST Dean’s List of honor – 2020.

  • Graduated with MIST Dean’s List of Honor 

  • Received University Merit Scholarship in Level-1, Level-2, Level-3, and level-4  at Military Institute of Science and Technology (MIST).

Research Interest

Research Domain: HCI, Machine Learning, Data Science, AI, Bioinformatics, IoT

Research Works

Thesis Dissertation

  1. Detection and Prevention of Cyberbullying from Social Media by Exploring Machine Learning Algorithms. [PDF]

    Supervisor: Muhammad Shahjahan Majib

Refereed Journals

  1. Kazi Rafid Raiyan, Tasfia Tasnim, Shutonu Mitra, M.M. Rushadul Mannan, Nafiz Imtiaz Khan, Muhammad Nazrul Islam. “PPD COACH: An Application for detecting Postpartum Depression in Bangladeshi Mothers using Visual Questionnaires.” Engineering Reports (Under Review)

  2. Muhammad Nazrul Islam, Tasfia Tasnim, Md Shadman Aadeeb, Nafiz Imtiaz Khan, and Md Abdur Razzak. “Digital Health Intervention in Awareness, Screening and Treatment of Cervical Cancer Patients: A Systematic Review and Future Research Agenda” Heliyon (Under Review)

Conference Publications

  1. Shutonu Mitra, Tasfia Tasnim, Arr Rafi Islam, Nafiz Imtiaz Khan, and Shajahan Majib. "A Framework to Detect and Prevent Cyberbullying from Social Media by Exploring Machine Learning Algorithms", 6th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) December 26-27, 2021, Rajshahi University, Rajshahi, Bangladesh. [HTML Link]
 

Professional Experience

  • FACULTY MEMBER, Department of CSE, Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.
    • Duration: March 2022– Present.

Technical Skills

Programming Language  

C, C++, Java, Python

Database

Oracle, Firebase, MySql

IDE

Codeblocks, Netbeans, Eclipse,  MATLAB, Android Studio, Packet Tracer, Emu8086, Arduino

Typesetting Software

ShareLaTeX (Overleaf)

Graphics

OpenGL, Blender, Adobe Illustrator

Embedded Systems:

Arduino, Raspberry Pi Others: Well presentation & technical writing skill. Used to both individual & team/group work

Notable Projects

  • Predictis: An application to predict the risk level of Cardio-vascular disease
    • A Machine Learning and IoT-based mobile application to predict the CVD risk level and monitor health parameters of the end user in terms of ECG, Blood Pressure and Pulse Rate.
  • Lifeline for Orphans: An Orphanage management system
    • A Web-based application to manage Bangladeshi Orphanage Data. Oracle database management system used as the backend with an interactive UI being the frontend.
  • PPD Coach: An application for predicting Postpartum Depression
    • A Mobile Application with interactive user interfaces to predict postpartum depression level in Bangladeshi mothers, in the most efficient way, using Multi-Modal questionnaire.

Bsc Thesis Supervision

  • AI based Real-Time Health Monitoring of Soldiers.
    • Students: Lt Z.S. Nahian, Lt Shamri Anwar
    • Supervisor: Assistant Professor Dr. Nusrat Shamrin
    • Co-supervisor: Lecturer Tasfia Tasnim
  • Tropical Cyclone Forecasting using Machine Learning.
    • Students: Fairooz Nawar Nawme, MD Ahsan Rahat, Md. Faisal Ahmed
    • Supervisor: Assistant Professor Dr. Nusrat Shamrin
    • Co-supervisor: Lecturer Tasfia Tasnim
  • Leaf Disease Detection Based on Generative Adversarial Network.
    • Students: Tanjim Sakib, Md Mizba Ul Haque, Syed Taha Yeasin Ramadan
    • Supervisor: Assistant Professor Dr. Nusrat Shamrin
    • Co-supervisor: Lecturer Tasfia Tasnim

Teaching Experience

Theory Courses

  • CSE 121: Introduction to Computer Science and Programming Language (Fall '22)

Sessional Courses

  • CSE 204:Data Structures and Algorithm Sessional (Spring '22)
  • CSE 276:Computer programming Language Sessional (Spring '22)
  • CSE 402: Information System Design and Development Sessional (Spring '22)
  • CSE 206: Object Oriented Programming Sessional (Spring '21, Spring '22)
  • CSE 122: Introduction to Computer Science and Programming Language Sessional (Fall '22)
  • CSE 414:Computer Graphics Sessional (Fall '22)