I started in sales — so I know firsthand how broken systems cost deals. That's why I transitioned to building GTM systems that make startups scale: from signal to pipeline, from chaos to a repeatable revenue engine.
Who I am

I started my career in sales — cold-calling, self-sourcing pipeline, coaching SDRs. That experience showed me exactly where GTM systems break down and where revenue leaks. So I made the leap into building the infrastructure that fixes it.
Today I design and ship end-to-end GTM systems for B2B startups: AI-powered outbound engines, signal-based lead scoring, CRM architecture, enrichment pipelines, and intelligent routing. I've worked with YC, Techstars, Antler, and Plug N Play companies, as well as scaling teams like Sunday (250+ employees). My work sits at the intersection of sales intuition and technical execution — I don't just build workflows, I build systems that generate pipeline.
Case studies
Built a fully automated outbound system end-to-end: AI list-building and scoring in Clay and n8n that prioritises companies, identifies decision makers, enriches records, and syncs clean data directly into Salesforce.
Built enrichment and scoring logic for demo & ad forms and website visitor traffic — auto-routing inbound leads to SDRs using Clay, n8n, Zapier, and Salesforce, replacing manual triage entirely.
Designed AI signal-based outreach systems in Clay (hiring, tech stack, funding triggers) sequenced via Smartlead and Heyreach for Relevance AI clients — consistently generating qualified pipeline from cold.
Built custom pipeline views in HubSpot and Salesforce tailored to how reps and GTM leadership actually work. Created reports and dashboards surfacing the metrics that matter, and built automations and workflows that eliminate administrative work entirely.
Lines of work
Build your full outbound system from scratch — ICP definition, AI list-building, signal-based scoring, multi-channel sequencing, and clean data sync into your CRM. No manual prospecting, just pipeline.
Turn every demo request, website visitor, and ad form into a scored, enriched, auto-routed lead. Reps only see qualified opportunities — the system handles the rest.
Design and own your CRM as the single source of truth. Custom lifecycle stages, routing rules, dashboards, and enrichment pipelines — built for how your team actually sells.
Build AI workflows that replace repetitive GTM tasks — prospecting agents, event automation, Slack digest reporting, and anything else eating your team’s time.
Turn product usage data into upsell pipeline. Build lifecycle expansion workflows that monitor feature adoption, score upsell readiness, and surface next-step signals directly to CSMs.
Having built pipeline as an AE myself, I know what reps actually need. I design tooling, CRM layouts, and workflows that cut admin work and let your team focus on selling.
Approach
Tools & platforms
Open to Founding GTM Systems and growth infrastructure roles. Based in Paris — open to relocation & remote.