I am ASRAFI AKTER , a M.S. student in the Graduate School at PNU Computer engineering (Advisor: Prof. Myungho Lee). My current research interests are Machine learning , Big data, Algorithm and AI.
Email : asrafijeba@gmail.com
CV | Google Scholar | Guithub | LinkedIn
Awards & Honors
NSU Undergrade Scholarship : Fulbright Middle School Govt. Scholarship
Projects Experiences
Junior Project Design:
- Bachelor’s meal management system.
- Android base mobile app to manage bachelor’s meal management system.
- Group Project.
Senior Project Design:
- Effectiveness of online classes guring Covid-19 pandemic through machine learning approaches.
- Three algorithms were used to predict the effectiveness of online classes for a particular student’s in-contrast of offline classes.
- In our proposed algorithms we have achieved 86.3% accuracy using Logistic Regression (LR), 84.2% using KNearest Neighbor (KNN) and 81.5% using Linear Discriminant Analysis (LDA).
- Group Project.
Research Project :
- Remote Sensing Vegetation Change in Bangladesh with Satellite Driven Unsupervised Image Processing Technique.
- For this research, our goal is to show the vegetation change for all the divisions and 64 districts of Bangladesh from the year 2013-2019. And identify the rapidly vegetation decreasing areas of Bangladesh. From that we showed the time series comparisons and calculated the future vegetation changes for next 4 years.
- Group Project
Skills
Languages
English(Fluent)
Bengali(Native)
Hindi(Fluent)
programming Languages
Python, Java & C
SQL, Jupiter & Pandas
HTML & CSS