Research & Projects
I study how confidence, feedback, mastery practice, and learning analytics shape outcomes in STEM — and I build tools so insights support students in real classrooms.
REAL Analytics
A humane analytics framework that pairs explainable models with timely staff–student conversations, focusing on early support and self‑efficacy.
Mastery ecosystems
Assessment designs that reward practice, reduce anxiety, and build durable problem‑solving skills.
Self‑Efficacy & SRL instruments
Mixed‑methods research using NGSE, open‑text reflections, and NLP to study confidence and calibration.
Programme design
Computational Mathematics curriculum work integrating creativity, ethics, and mathematical thinking.
Explore more examples on the Projects section below.