Adiba Namira

I'm a final-semester engineering student and Research Assistant at QuICK Research Lab, North South University, building applied AI systems across conversational AI, retrieval-augmented generation, deep learning, and human-computer interaction.

I've co-developed a cardiac-arrest mortality prediction framework that combines an agentic LLM-guided feature-selection pipeline with a Quantum LSTM architecture, currently under review at the IEEE Journal of Biomedical and Health Informatics. My research also includes a machine learning framework for hospital-onset infection prediction using tabular-to-text transformation and explainable AI.

I build practical, safety-conscious AI products, including a PCOS support chatbot that combines factual retrieval, empathetic responses, and safety checks. I also built a department-specific RAG chatbot with LangChain, a quantized Llama-2-7B model, Chroma, and Streamlit.

Beyond model development, I facilitate co-design workshops to capture user needs and support junior teams through technical mentorship and documentation. I enjoy collaborative, interdisciplinary research that turns emerging AI methods into grounded systems people can use.