I’m a Montréal-based data scientist (PhD) who builds reliable machine-learning systems. My work spans language models, statistical modeling, and time-series problems. I care about clear problem framing, simple baselines before complexity, and models that are maintainable after launch. Tooling: Python/PyTorch, modern NLP, forecasting, and pragmatic MLOps on Azure/Databricks.
I’m currently interested in evaluation for reasoning models, agentic workflows grounded in data, and causal methods for product decisions. Outside work, I’m usually on a bike or a trail.
Separately from CAE, I’m a co-founder of OneClick and a co-owner at IGC Strategy, focused on mental-health tech; these are personal, non-CAE activities.