Mohammad Hafiz bin Ismail
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Mohammad Hafiz bin Ismail, also known as mypapit, is a Malaysian researcher and academician associated with Universiti Teknologi MARA. His work covers machine learning, deep learning, explainable artificial intelligence, mobile application development, progressive web applications, IoT systems, Linux systems, and open source software.
He maintains software, demonstrations, and technical resources related to mobile computing, web applications, artificial intelligence, and GNU/Linux systems.
Contact: mypapit@gmail.com | Official: mohammadhafiz@uitm.edu.my
Research Areas
Machine Learning
Deep learning, image classification, model reliability, and decision support systems.
Explainable AI
Visual explanation, Grad-CAM-based interpretation, model transparency, and validation.
Agricultural AI
Plant disease classification, mango leaf analysis, preprocessing, and representation learning.
Spatial Computing
Reverse geocoding, spatial indexing, Malaysian location data, and lightweight local APIs.
IoT and Digital Twin
ESP32 monitoring, CCTV semantic state extraction, and smart environment dashboards.
Mobile Development
Android, HTML5, PWA, educational technology, and browser-based mobile applications.