Jannat Sultana
Exploring AI | ML Researcher
Welcome to my professional portfolio. Explore my works and achievements and see how I bring innovation and excellence.
Exploring AI | ML Researcher
Welcome to my professional portfolio. Explore my works and achievements and see how I bring innovation and excellence.
Hello! I am Jannat Sultana, a Computer Science and Engineering graduate. I obtained my BS in CSE from North South University (NSU), Dhaka, Bangladesh. During my undergraduate studies, I had the privilege of working as an Undergraduate Teaching Assistant at NSU. Currently, I am working as both a Lab Instructor and Graduate Research Assistant at NSU. I am working on projects funded by ECE department of NSU under the supervision of Prof. Dr. Rashedur M. Rahman.
My Research Focus: I am deeply passionate about developing efficient machine learning systems and advancing natural language processing capabilities. My work centers on optimizing supervised learning algorithms and pretrained language models for enhanced computational efficiency, with applications spanning Machine Learning, Natural Language Processing, and Computer Vision.
Beyond the world of algorithms and data, I find inspiration in traveling to new places and immersing myself in music-experiences that fuel my creativity and provide fresh perspectives on problem-solving.
Authors: M. J. Hasan, Jannat Sultana, S. Ahmed, Sifat Momen
PLOS One, 2025
Role: Researcher
Read Paper View Code See DemoAuthors: M. R. Faisal, A. R. Fahad, S. Z. Ridoy, Jannat Sultana, Z. F. Ria, Md H. Rahman, M. A. Uddin, Rashedur M Rahman
SN Computer Science, 2025
Role: Researcher
Read Paper View CodeAuthors: S. Z. Ridoy, Jannat Sultana, Z. F. Ria, M. A. Uddin, Md H. Rahman, Rashedur M. Rahman
2024 IEEE 12th International Conference on Intelligent Systems (IS)
Role: Project Lead
Read PaperA computer vision-based virtual keyboard that allows users to type without physical contact using hand gestures captured through a webcam.
View Code See DemoThis project analyzes PM2.5 air quality data for Dhaka, focusing on trends, preprocessing, and preparing data for machine learning models. The dataset contains hourly air quality measurements, including parameters like AQI (Air Quality Index), NowCast Concentration, and AQI Category, which are used to assess pollution levels.
View Code12th International IEEE Conference on Intelligent Systems, 2024
For developing an efficient text cleaning pipeline for clinical texts for the transformer encoder models.
CertificateNorth South University, Dhaka, Bangladesh
CGPA based award
See Grading PolicyNorth South University, Dhaka, Bangladesh
Lab 1: Database Systems Lab
Lab 2: Computer Organization and Architecture Lab
Lab 3: Digital Logic Design Lab
North South University, Dhaka, Bangladesh
Develop and Implement Research Plans and Methodologies.
Research Paper Writing.
Mentoring Junior Researchers.
North South University, Dhaka, Bangladesh
Course: Machine Learning
North South University, Dhaka, Bangladesh
Course 1: Microprocessor Interfacing & Embedded System
Course 2: Computer Organization And Architecture
A diverse set of skills developed through academic research and professional experience
I am committed to expanding my skill set through ongoing education and hands-on experience with emerging technologies in AI and machine learning.
North South University, Jun'25 - Present
This course introduces hands on SQL queries and as a culmination, they build a full fledged database system including a front end.
SyllabusNorth South University, Jun'25 - Present
A basic idea of number systems will be provided, followed by a discussion on combinational logic: logic gates, Boolean algebra, minimization techniques, arithmetic circuits (adders, subtractors), basic digital circuits (decoders, encoders, multiplexers, shift registers)
SyllabusNorth South University, Feb'25 - Jun'25
Introduction to Machine Learning, Supervised learning, Unsupervised learning.
SyllabusNorth South University, Feb'23 - Dec'24
This course provides an introduction to the fundamental concept of microprocessor architecture and microprocessor based embedded systems. A basic idea of the internal and external architecture of the microprocessor 8086 will be provided.
SyllabusNorth South University, Feb'23 - Dec'24
This course introduces students to the basic concepts of computers, their design and how they work.
Syllabus