About me

Hi! I’m Jerin George Mathew, a Postdoctoral Fellow at the University of Alberta, working with Prof. Denilson Barbosa.

I earned my BSc (2017) and MSc (2020) in Computer Engineering from Roma Tre University. My master’s thesis, supervised by Prof. Donatella Firmani and Prof. Paolo Merialdo, focused on interpretable AI techniques for cluster labeling.

In 2021 I joined the Processes, Services and Software Engineering group at Sapienza University as a PhD student, supervised by Prof. Donatella Firmani and co-supervised by Prof. Massimo Mecella. My PhD work applied AI and ML techniques to data management, particularly Entity Resolution (ER), in collaboration with Divesh Srivastava (AT&T Labs Research). I was also a visiting PhD student at the University of Alberta in Canada, where I worked with Prof. Denilson Barbosa on LLM-based crowsoursing techniques for QA and uncertainty estimation. In January 2025 I defended my PhD thesis, “Language Models for Information Quality: Methods and Applications”.

Research Interests

LLMs | Knowledge Graphs | Entity Resolution | Interpretable AI

Contacts

Address 7-242B University Commons
University of Alberta
11308 - 89 Ave NW
Edmonton, AB, Canada T6G 2N8

Email jeringe1@ualberta.ca (jeringe1 at ualberta dot ca)