Romain Puech

Romain Puech

Romain Puech is a PhD student at MIT’s Operations Research Center, advised by Dimitris Bertsimas. His research combines machine learning and optimisation, with a focus on generative AI for education. At MIT Open Learning, he works on AI tutoring, adaptive teaching, and agentic systems that support instructors and learners.

Romain is a coauthor of An Offline Architecture for Assessment-Driven Remediation Videos, with Dimitris Bertsimas and Julia Kim.

MIT research profile and CV · View the project

An Offline Architecture for Assessment-Driven Remediation Videos
An Offline Architecture for Assessment-Driven Remediation Videos

We design an offline generative AI pipeline that turns course materials and assessment evidence into reusable, personalised remediation videos.

Sep 23, 2026