Portfolio
Adaptive Hyperbolic Unit (AHU): A Novel Activation Function for Neural Networks
This article introduces the Adaptive Hyperbolic Unit (AHU), a novel activation function designed to improve gradient flow and convergence behavior in deep neural networks. AHU combines linear and non-linear components in a piecewise manner with trainable parameters, showing superior representational capacity and robustness against vanishing gradients compared to ReLU and Tanh.
HumanFaceDetection
A small application for detecting human faces using a pre-trained deep learning model with TensorFlow and MTCNN. The interface is built with Django, allowing users to upload images and receive a prediction on whether the image contains a human face. This project also utilizes OpenCV and Pillow for image processing, and Docker for containerization.
Blockchain Academic Credential Interoperability Protocol (BACIP)
A research project introducing the Blockchain Academic Credential Interoperability Protocol (BACIP) designed to enhance the security, privacy, and interoperability of verifying academic credentials globally. BACIP integrates dual blockchain architecture, smart contracts, and zero-knowledge proofs to offer a scalable and transparent framework aimed at reducing fraud and improving the mobility and opportunities for students and professionals worldwide.
Beloved Garden Web
A simple website for a gardening company, built with HTML and Bootstrap. Hosted on AWS using S3 buckets, it's a static, responsive web application with CSS for styling.