I connect the systems businesses already run on (CRM, billing, helpdesk, payments, marketing), automate the revenue, marketing and support work between them, and build AI assistants that are measured in production.
5+ years of hands-on experience building system integrations and automation, including production AI support assistants and billing, sales and GTM automation.
How I sequence the work: Connect → Automate → Grow → Assist → Adopt
📬 Writing: The Wiring (newsletter, first issue Sep 29): AI and automation that work inside the systems you already run. Tested, dated builds, starting with where support, billing and CRM stop agreeing.
📍 Morocco · remote, overlaps EU business hours
Selected work (see pinned repos)
- AI HR platform starter: role-gated AI tools and handbook RAG
- Zendesk API automation: ticket workflows and reporting
- Data platform: ETL pipelines and BI for operations data
- Industrial data dashboard: OPC UA → real-time monitoring
Toolbox (as of 2026-10): Python · TypeScript · Go · SQL · n8n · LangChain / PydanticAI · MCP · FastAPI · Next.js · PostgreSQL · AWS / GCP / Cloudflare · Looker




