I graduated from National University of Malaysia Faculty of Information Science and Technology in 2023. I am currently pursuing my interest in solving vision automation problem using deep learning. Over the course of my study and job experience. I have gained experience in publishing a research paper (Ensemble of Fully Convolutional Neural Networks with End-to-End Learning for Small Object Semantic Segmentation) on Springer. In the paper, my teams and I explained the significance of using ensemble of FCN to detect tiny object from a picture taken from an unmanned aerial vehicle such as drone.

Besides my research contribution, I have worked with various agency in providing them solution and implementing proof-of-concept for accurate an license plate recogntion solution (ANPR). Furthermore, I have 1 year of professional mobile application development experience. While working, I was put in charge various to development mobile application for SME, B2C and B2B client.