Johanne G. Medina
QCAI · People

Johanne G. Medina

Research Associate

Johanne G. Medina is part of the research team at the Qatar Center for Artificial Intelligence, a research group of QCRI at Hamad Bin Khalifa University.

Selected publications

AI-Human Interaction2026

It's Not How They Talk, It's Who They Are: Learning Style, Not Interaction Modality, Predicts AI Newbies’ Engagement with Educational Chatbots

Trang Xuan, Joni Salminen, Jack Tillotson, Waleed Akhtar, Thanh Van Bui, Kholoud Khalil Aldous, Johanne Medina, Soon-gyo Jung, Bernard J. JansenJournal of Educational Technology Systems (2026)
DOI
AI Foundational Optimizations2025

Uncertainty-Aware LLMs Fail to Flag Misleading Contexts

Tianyi Zhou, Johanne Medina, Sanjay ChawlaNeurIPS 2025 – Reliable ML Workshop (2025)
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AI-Human Interaction2025

Examining Student Teachers’ Agency in an AI-Supported Learning Environment: Q Methodology Research

Youmen Chaaban, Soon-Gyo Jung, Johanne Medina, Jinan Y. Azem, Joni Salminen, Bernard J. JansenInternational Journal of Artificial Intelligence in Education (2025)
DOI
AI-Human Interaction2025

Cipherbot: An AI-Powered Educational Assistant for Conversational Q&A About Course Material

Jinan Azem, Soon-Gyo Jung, Johanne Medina, Kholoud K. Aldous, Joni Salminen, Bernard J JansenInternational Conference on Foundation and Large Language Models (FLLM) (2025)
DOI
AI-Human Interaction2025

Investigating the Usability of an Educational AI Chatbot by Middle School Teachers and Students for Enhanced Learning

Kholoud Khalil Aldous, Joni Salminen, Soon-gyo Jung, Jinan Y. Azem, Johanne Medina, Salar M. Khan, Amani Alabed, Bernard J. JansenInternational Conference on Foundation and Large Language Models (FLLM) (2025)
DOI
15 of 7 publications

Tools

Cipherbot: AI-Powered Transformation of Learning

Cipherbot: AI-Powered Transformation of Learning

Cipherbot is an AI teaching and learning platform that turns existing course and curriculum materials into AI-generated lesson plans, slides, narrated videos, study guides, and assessments, while giving learners a 24/7 multilingual tutor that answers only from the instructor’s content, with citations back to the source. Built for the full education spectrum—from national ministry deployments to K-12 schools, universities, and corporate training partners—it combines configurable AI pedagogy, early at-risk-student analytics, automated grading, and full LMS integration. Pilot-tested and adopted by institutions across multiple countries—including Qatar, Korea, Australia, Finland, China, Vietnam, and Indonesia—Cipherbot has served over 4,200 active users, including 400+ teachers and 3,000+ students across 800+ classes, all as part of a social-impact initiative bringing safe, citation-backed AI into everyday teaching and learning.

AI-Human Interaction

Connections

ResearchToolsPublications
Johanne G. MedinaAI Foundational Optim…Cipherbot: AI-Powered…It's Not How They Tal…Uncertainty-Aware LLM…Examining Student Tea…Cipherbot: An AI-Powe…Investigating the Usa…Cipherbot: A Learning…Can LLMs Detect Their…