Gamal M.
I Convert Your Numbers Into Actionable Business Insights
Ready for work
Gamal is ready for their next project!
Toronto, Canada
• Oct 27
AI isn't replacing documentation; it's revealing how critical context actually is.
Every AI output is only as good as the documentation behind it. Imagine an AI generating a report without understanding the original business questions, data constraints, or strategic context....
• Oct 26
Many automations fail because they're built for efficiency, not clarity. I'm designing systems where the data actually tells you what to do next, not just what happened yesterday.
• Oct 26
Currently building a data-driven automation ecosystem that blends analytics, workflow design, and content orchestration. I’m integrating tools like n8n, Proxmox, and Google Workspace to automate client workflows, marketing content, and reporting pipelines. My focus is on making...