The Research Group

I’m actively looking for motivated PhD and Masters students to join my team! If you are interested in joining the group, please visit the Join the Team page.

Master’s

# Student Project Details
1 Asher Arya LLM Path Planning with Quantitative Guarantees
Publications: [LLMTrust 2026] [arXiv 2026]
University of Toronto
2025–2026 (ongoing) (mentor)

Undergraduate

# Student(s) Project Details
12 Nizar Azmi
Yessine Chaari
Baptiste Didier
Moustapha El Zein
Kacper Kaluzinski
Suthiesan Subramaniam
Modernization of the Collisions Avoidance Detection System Capstone Design Project (ECSE 458)
McGill University
2026–2027 (ongoing)
11 Nick Astorian
Donovan Burt
Simon Ngassam
Alexandre Pitie
Hermes Expense Management for the EUS Capstone Design Project (ECSE 458)
McGill University
2026–2027 (ongoing)
10 Saransh Padhy Extracting Schemas from Automotive Crash Reports Honours Thesis (ECSE 478)
McGill University
2026–2027 (ongoing)
9 Hugo Ye Automated Repair of Multi-Requirement Specifications for Cyber-Physical Systems Undergraduate Summer Research Project
University of Toronto
2026 (mentor)
8 Kelsie Fung Structured Argumentation and Analysis for Trustworthy Agentic Coding Undergraduate Summer Research Project
University of Toronto
2026 (mentor)
7 Nicholas Poon
Hiya Thakkar
From Crash Reports to Simulation Scenarios for Testing Self-Driving Cars Computer Science Project (CSC494)
University of Toronto
2026 (mentor)
6 Rhys Balevicius
Wilson Sy
Ensuring Reliability in LLM-Based Workflows via Formal Methods Integration Computer Science Project (CSC494)
University of Toronto
2026 (mentor)
5 Jiacan Sun Repairing Requirements for Complex Cyber-Physical Systems Computer Science Project (CSC494)
University of Toronto
2026 (mentor)
4 Jerry Hou-Liu
Oliver Huang
Zhekai Jiang
Nitin Harehn Kaundun
Optimizing Automated Generation of Test Scenarios for Autonomous Vehicles with Metaheuristic Search
Publications: [MODELS-C 2024] [SBFT 2025]
[SE4ADS 2025]
Capstone Design Project (ECSE 458)
McGill University
2023–2024 (mentor)
3 Catriona McIntosh Hyperparameter Tuning of NSGA-II for Model-Based Concrete Traffic Scene Generation Honours Thesis (ECSE 478)
McGill University
2023 (mentor)
2 Guillaume Delmas-Frenette
Annabelle Dion
Amani Jammoul
Towards Safety Assurance of Autonomous Vehicles by Scene Concretization Capstone Design Project (ECSE 458)
McGill University
2022–2023 (mentor)
1 Imad Dodin
Muhammad Huzaifa Elahi
Ahmed Elehwany
Nada Shoukry
Automated Test Generation Techniques for Systems Engineering Tools Capstone Design Project (ECSE 458)
McGill University
2019–2020 (mentor)