Operations, data, and digital solutions crafted with care. From process intelligence to modern web experiences.
Explore workFeatured
Tools and platforms built to solve real operational problems — adopted by teams, recognised by leadership.
Transformed how LOD1 captures risk contributions and how LOD2 reviews them. Automated workflows, improved submission quality, and presented to 200+ attendees at Risk Townhall.
Built an end-to-end pipeline to extract incident and action-plan data, compute 30+ finance-risk KPIs, and update Archer GRC without manual intervention.
Work
A selection of transformation and automation projects across corporate investment banking.
150+ pre-templated workflow cards with drag-and-drop creation and LLM-powered generation of SOPs, SQL queries, and Python scripts.
Three-level taxonomy of 1,200+ terms with auto-tagging engine for standardising risk terminology and accelerating thematic analysis.
Web application for cataloguing dataset metadata and visualising data lineage, empowering risk teams with self-service analytics.
Knowledge
Practical knowledge built from experience — written to be useful, not theoretical.
About

I build operational systems that people actually want to use. Fifteen years across banking, lending, risk management, and technology — always at the intersection of business problems and technical solutions.
My approach is simple: observe the real work, prototype fast, deploy early, and iterate based on what actually happens. The best tools are the ones people adopt without being told to.
Currently based in Montreal. MBA from Sorbonne. Six Sigma Green Belt. Fluent in English and French. Building toward a different kind of life — one system at a time.
Articles
Observations on operations, automation, and building things that matter.
Contact
Always happy to talk about operations, data, automation, or interesting problems worth solving.
Based in Montreal, Canada