Calm scope
The work starts with one workflow, one owner, and one measurable change instead of a broader transformation story.
About
I keep the scope narrow on purpose.
Small teams do not need a bigger promise. They need one repeated workflow to stop eating time, quality, and founder attention.
I work as an applied AI workflow contractor for small service teams. The technical background matters, but the job is commercial: find the rebuild point, structure the inputs, and give the reviewer a stronger place to start.
Visible review
The system should make the draft path clearer, not hide it. The reviewer stays in control where judgment matters.
Smallest useful system
If structure and reuse solve the problem, that is enough. The workflow does not need extra layers to feel advanced.
Short Bio
Technical depth in the background. Workflow discipline in the foreground.
I’m Zen Makhlouf, a final-year AI engineering student based in Syria. The public work spans retrieval, interfaces, and applied systems, but the offer on this site stays intentionally practical and narrow.