SEMLA 2026 Program

Industry Day – June 1st, 2026

Room: Amphithéâtre Bernard Lamarre (C-631), 6th floor of Pavillon principal, Polytechnique Montréal

Reception: Atrium Lassonde (M-3500), 3rd floor of Pavillons Lassonde, Polytechnique Montréal

Industry Day brings together engineers, researchers, and technical leaders from across the software and AI industry to share hard-won lessons from building and deploying AI systems at scale. From foundation models in financial services to enterprise coding agents, the day’s talks reflect the real challenges of making AI work in production, reliably, responsibly, and cost-effectively. The day closes with a reception and poster session in the Atrium Lassonde, a prime networking opportunity to connect with fellow professionals, meet the speakers, and carry the day’s conversations forward.

8:30 – 9:00 Coffee and assorted pastries
9:00 – 9:15 SEMLA 2026 Opening Session
9:15 – 10:00 KeynoteMoving Faster with Less Risk: DRS for Code Freeze and Code Review at Scale
Peter Rigby · Concordia University and Meta
10:00 – 10:30 Coffee break
10:30 – 11:00 AI Deployment, Governance, and Lakewatch
Vincent Fortier · Databricks
11:00 – 11:30 Foundation Models for Financial Services
Nikita Dvornik · RBC Borealis
11:30 – 12:00 From Coding Assistants to Enterprise Knowledge Workers
Patrice Béchard · ServiceNow
12:00 – 13:30 Lunch break
13:30 – 14:30 Panel Discussion: The Future of Software Engineering
Moderator: Maxime Lamothe · Panelists: Peter Rigby, Suhaib Mujahid, Yu Huang
14:30 – 15:00 Lessons from Building an Enterprise Coding Agent: Open Questions and Challenges
Gustavo Pinto · Zup Innovation
15:00 – 15:30 Coffee break
15:30 – 16:00 From Idea to Production: Building an AI Code Reviewer for a Large Codebase
Suhaib Mujahid · Mozilla
16:00 – 16:30 The Importance of Trustworthy AI in Heavily Regulated Domains
Lovedeep Gondara · Vanguard
16:30 – 17:00 Robot Learning: Making Robots Learn How to Behave from Data
Julen Urain
17:00 – 19:00 Reception & Poster Session

Atrium Lassonde (M-3500)

Research Day – June 2nd, 2026

Room: Amphithéâtre Bernard Lamarre (C-631), 6th floor of Pavillon principal, Polytechnique Montréal

Research Day spans the full breadth of the field, from the social and ethical dimensions of AI in education to the technical challenges of building agents that are trustworthy, efficient, and safe to deploy. Talks and a panel draw on perspectives from academia and industry alike, covering multi-agent testing, reinforcement learning, LLM-based code generation, and AI systems in high-stakes domains.

8:30 – 9:00 Coffee and assorted pastries
9:00 – 10:00 KeynoteSocial Dimensions of AI: Challenges and Opportunities for Software Engineering Education
Tanja Tajmel · Concordia University
10:00 – 10:30 Coffee break
10:30 – 11:00 Sustainability in AI Systems: Challenges and Opportunities
Tushar Sharma · Dalhousie University
11:00 – 11:30 Testing Multi-Agent AI Systems
Nafiseh Kahani · Carleton University
11:30 – 12:00 TBD
Thomas Thanou
12:00 – 13:30 Lunch break
13:30 – 14:00 Beyond Vibe Coding: Towards Agentic Software Engineering
Zhen Ming (Jack) Jiang · York University
14:00 – 14:30 Decoding and Encoding Expertise: Toward Human-Centered AI for Software Engineering
Yu Huang · Vanderbilt University
14:30 – 15:00 Challenges in Building Voice Agents for the Enterprise
Orlando E. Marquez · ServiceNow
15:00 – 15:30 Coffee break
15:30 – 16:00 Reliable Generation of Software Artifacts with LLMs: From Ad-Hoc Validation to Semantics-Aware Generation
Boqi (Percy) Chen · University of Ottawa
16:00 – 16:30 Engineering Trustworthy AI Decision-Support Systems for Law Enforcement
Dalal Alrajeh
16:30 – 17:00 Engineering Trusted Reinforcement Learning Agents
Zhou Yang · University of Alberta

SEMTL and Tutorials – June 3rd, 2026

SEMTL Room: M-1010, 1st floor of Pavilions Lassonde, Polytechnique Montreal

Tutorial Rooms: M-2204, L-2708, Pavilions Lassonde, Polytechnique Montreal

SEMTL and Tutorials Day brings SEMLA to a close with a morning dedicated to the SEMTL community, a recurring seminar series connecting software engineering researchers and practitioners across Montréal. After lunch, two in-depth tutorials offer a practitioner’s guide to the engineering challenges that will define the next generation of AI-driven software.

8:30 – 9:00 Coffee and assorted pastries
9:00 – 9:05 SEMTL Opening
9:05 – 10:00 KeynoteJust Fax It Over: Why Digitalizing Municipalities Is Hard
Maxime Lamothe · Polytechnique Montréal
10:00 – 10:30 Coffee break
10:30 – 11:00 Engineering Trusted Reinforcement Learning Agents
Isabelle Qin · Polytechnique Montréal
11:00 – 11:30 Towards Robust Perception for Autonomous Driving Systems
Zhijie Wang · Concordia University
11:30 – 12:00 Title to come
Fabien Denner · Polytechnique Montréal
12:00 – 13:30 Lunch break
13:30 – 15:00 Software Engineering for Foundation Models (SE4FM)
Gopi Krishnan Rajbahadur · Huawei Canada
15:00 – 15:30 Coffee break
15:30 – 17:00 Agentic Software Engineering: A Roadmap to Software Engineering 3.0
Hao Li · Queen’s University