Anika Hossain
Teaching Assistant · North South University
North South University
Project
Built a U-Net style CNN featuring Attention Modules (CBAM) in LAB color space for automatic image colorization. Deployed the trained model to Render.com via a Flask web application for real-time inference.
Project
Implemented automated workflow scripts using LLM APIs and researched multi-agent architectures for NLP tasks.
Project
Developed an AR mobile application mapping 3D anatomical models onto standard textbook images. Implemented marker-based tracking via Vuforia and engineered responsive interactive UI controls in Unity.
It is a marker-based mobile AR application using Unity and Vuforia to map standard textbook images to interactive 3D biological models for Class 9–10 national curriculum. Evaluated performance gains (p < 0.001) and student engagement metrics.