Machine Learning
Deep Learning
Natural Language Processing
Cyber Security
Artificial Intelligence

1. S. J. Maisha, N. Nafisa, and A. K. M. Masum, “Supervised machine learning algorithms for sentiment
analysis of bangla newspaper,” International Journal of Innovative Computing, vol. 11, no. 2, pp. 15–23,
2021.
DOI 10.11113/ijic.v11n2.321.

1. T. Jahan, S. B. Hasan, N. Nafisa, A. A. Chowdhury, R. Uddin, and M. S. Arefin, “Big data for smart cities
and smart villages A review,” in Intelligent Computing & Optimization Proceedings of the 4th
International Conference on Intelligent Computing and Optimization 2021 (ICO2021) 3, Springer, 2022,
pp. 427–439.
DOI 10.1007/978-3-030-93247-3_42.

2. M. R. Uddin, A. Al Noman, F. Tasnim, N. Nafisa, and S. Hossain, “A hybrid mcdm approach based on
ahp, and topsis to an erp system in bangladesh,” in 2021 International Conference on Information
and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2021, pp. 161–165.
DOI 10.1109/ICICT4SD50815.2021.9396932.

1. N. Nafisa, S. J. Maisha, and A. K. M. Masum, “Document level comparative sentiment analysis of bangla
news using deep learning-based approach lstm and machine learning approaches,” in Applied Intelligence
for Industry 4.0, Chapman and Hall/CRC, 2023, pp. 198–211.
URL https//shorturl.at/gsIO9.

2. F. Tasnim, S. U. Habiba, N. Nafisa, and A. Ahmed, “Depressive bangla text detection from social media
post using different data mining techniques,” in Computational Intelligence in Machine Learning Select
Proceedings of ICCIML 2021, Springer, 2022, pp. 237–247.
DOI 10.1007/978-981-16-8484-5_21.

Awards and Achievements
1. [2020 ] First Author and Presenter
First NATIONAL WORKSHOP ON BIG DATA AND MACHINE LEARNING
2. [2018 ] National Collegiate Programming Contest
Final Round
3.[2017 ] Best Female Programmer
“15 Years celebration online contest of CSE”&
Inter University Programming Contest (IIUPC) in IIUC Tech Fest
4.[2017] Best Female Team’s leader
Inter University Programming Contest (IIUPC) in IIUC Tech Fest
5.[2017] Runner up as a Programmer
BDOSN GRACE HOPPER GIRL’S PROGRAMMING TRAINING and CONTEST
6.[2017] Runner up (As a team leader)
Intra University Hackathon Competition” in IIUC Tech Fest

Co-curricular Activities
1.[Jan 2020 ] Trainer
Workshop on "Hands on Machine Learning for Research” & Several Competitive
Programming Contest Workshops, International Islamic University Chittagong.
2.[2018–2019 ] Programming Contest Secretary
Computer Club Female,International Islamic University Chittagong.



Thesis and Project

Undergraduate Thesis
[ML & DL Project ] Document Level Bangla News Text Classification & Sentiment Analysis
using Machine Learning
Isolates Bangla news articles analyzing its category into five classifications and
identifying the inherent positive or negative sentiment.
Tools/Platforms Google Colab, Python 3, Scikit-Learn, keras, etc.


Other Projects
[Database ] Student Information System
Keeps track of various information regarding students using various tables &
relations.
Tools/Platforms Oracle(MySQL)



[Software Development ] Social Networking Site “AMIDST US”
This small site features include uploading posts and pictures, reacting (like
emoticon) on others posts and comments with search option of others profile
and own profile update functionality.
Tools/Platforms PHP, XAMPP(MySQL), CSS, HTML.


[Artificial Intelligence ] Weather Prediction Expert System
Based on some rules and conditions weather type can be predicted.
Tools/Platforms Turbo Prolog.