The eighth edition of the Software Engineering for Machine Learning Applications (SEMLA) symposium (https://semla.polymtl.ca) will take place at Polytechnique Montréal, Montréal, Canada, from June 17 to June 19, 2025. We have an exciting program featuring world-renowned researchers and practitioners.
SEMLA brings together leading experts in software engineering and machine learning to discuss the challenges of developing complex data-intensive software systems. We invite practitioners and researchers from all related fields to participate.
The theme of SEMLA 2025 is AgentOps and Intelligent Systems, focusing on two transformative areas:
**AgentOps: The operationalization of intelligent agents for workflows in software engineering, interactive computing, autonomous database management, and voice-driven application control.
**Intelligent Systems: LLM-integrated use cases such as code generation, data preparation, and content moderation; the impact of Digital Twins for modeling, simulating, and optimizing real-world systems, especially for sustainability.
As usual, this year features leading experts from academia and industry. Our program includes talks, tutorials, and panel discussions.
Program Overview
**June 17, 2025 (AgentOps Day): Keynotes, sessions, and discussions focused on operationalizing intelligent agents.
**June 18, 2025 (Intelligent Systems): Presentations, expert talks, and discussions on AI-enhanced systems and sustainability.
**June 19, 2025 (Tutorials and SEMTL Meeting): Hands-on tutorials and the SEMTL meeting.
Call for Poster Contribution
Poster abstract deadline: May 30th, 2025
We accept poster presentations related to any of the SEMLA topics. Accepted posters will be presented in a dedicated session, with select presenters eligible for travel grants or best poster prizes.
On behalf of the SEMLA 2025 Organizers