Hello, my name is Nosin Ibna Mahbub, and I am currently working as a Graduate Research Assistant at the ICNS lab in the Kyung Hee University, South Korea. Previously I worked as a  lecturer of the Dept. of CSE at the University of Global Village (UGV), Barishal, Bangladesh. I received my B.Sc. in Information and Communication Technology from Islamic University, Bangladesh. I am highly interested in conducting research in the fields of Machine Learning, Computer Vision, and Medical Image Analysis. I formerly worked as a Research Assistant in  Data Privacy & Security (DPS) Laboratory at Islamic University, under the supervision of Bikash Chandra Singh, PhD.

Research Interest: 

• Adversarial Machine Leanring

• Edge AI

• Explainable AI

• Cloud Computing

• Computer vision

👨‍💻Skills:

• Languages & Aptitudes: Python(NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn), C/C++, SQL (Postgres), HTML/CSS, Linux Shell, Flask, Keras, Pytorch

• Machine Learning : Classification(K-NN, SVM, Random Forest, Naive Bayes), Regression(Linear, Multiple-Linear, Logistic, Polynomial, SVM , Random Forest), Deep Learning, CNN, RNN, PCA, Gradient Boosting

• Data Science and Miscellaneous Technologies: Data Science pipeline(cleaning, wrangling, visualization, modeling, interpretation),  Statistics. Hypothesis testing, OOP, Git, Excel.