4+ years as a product designer with a PM & business background, specialized in complex SaaS and data-heavy products. I frame problems with data, design the answer, and can ship it to production with some dev PR support.
At Malt for 3+ years, I worked on the core freelancer experience, from sign-up conversion and AI matching enhancements to transactional flows, shipping features that moved measurable metrics on a European-scale marketplace.
I use exploratory user research and data (SQL) to frame problems before jumping to solutions. At Malt, I worked closely with C-level to turn research insights into decision-making material.
Freelance projects in seed and series A startups and a stint as founding designer taught me to efficiently pull the right skill from my toolkit at the right time.
Studies at HEC Paris and a product management experience at Polycea gave me the business and analytical foundation that shaped how I work.
With a PM background, I work upstream — structuring problems with data and user research before a single frame is drawn. At Malt, that meant turning research insights into C-level decision-making material.
I use exploratory user research and SQL to frame the right problem before designing the answer. I also build agents for recurring research work using Dust, n8n, and Claude.
I write code, push PRs, and use Claude Code to audit codebases and prototype directly. It makes collaboration with engineers smoother and decisions faster.
I facilitate workshops with ML engineers, sales, customer care and C-level to turn research insights into shared product decisions.
Four projects, different constraints, all measured.
More steps, better matching data, iterated until users actually enjoyed it
Hand in hand with marketing — from service design to C-level buy-in
Claude Code to audit, Figma to refine, GitHub to ship
Bringing together ML engineers, sales, customer care, and community to redesign the core marketplace page
Product-passionate, I also like exchanging and getting enlightened by good discussions.
I teach user research at Noé, a product management training program, in collaboration with BlaBlaCar, Decathlon.
View program →I gave a conference on how AI is changing design workflows — from research synthesis to pushing code.
Watch on YouTube →I write articles on PM–designer collaboration, user research, and my biggest design mistakes.
Read on Medium →