Logistics · Transport · Hospitality · Medical · B2B — HubSpot Certified · AI-augmented workflow
Trained in transport and logistics in Paris — air, rail, and road freight — I was confronted early with a universal field reality: CRMs mishandled by everyone, bypassed by parallel tools, no longer trusted by the teams that depend on them. That reality is what led me here.
I design solutions that address real business problems — the ones that cause money loss, client attrition, and wasted time. I do not code. I analyze, architect, and orchestrate AI assistants to build custom tools.
Research · Reflection · Strategy → Architecture → AI Orchestration → Deployed Solutions
Every decision stays readable, controllable, and validated by a human.
I bridge the gap between business needs and technical execution. One person — amplified by AI assistants. High execution speed, strong quality control, full autonomy.
I bridge the gap between:
➡️ CRM & Customer Success needs
➡️ Technical reality: APIs, scripts, data pipelines, dashboards, workflows
A CRM toolset in active development — built to solve the data integrity problems I observed directly in the field.
60+ data points analysis. Quality scoring, duplicate detection, performance tracking.
View Details Try DemoAI-powered churn prediction. Risk scoring and retention recommendations.
Coming SoonAutomated reporting with AI-generated insights and recommendations.
In DevelopmentLooking for a CRM Data Specialist who understands your sector and delivers concrete solutions? Let's talk.