// OPEN CHANNEL
Contact
Building something interesting? I usually reply within a day.
Frequently asked
How fast do you reply?
Within 24 hours, usually the same day. Every message lands directly in my inbox: no gatekeepers, no ticket queues.
What kind of work do you take on?
LLM and agentic systems, Text-to-SQL and document AI pipelines, AI infrastructure and security engineering. Recent examples: an insurance reporting platform (CoreReportsV2), a zero-trust agent sandbox (Kernex), and local inference tooling (Mercer).
Do you work with cloud LLM APIs or only local models?
Both. I'm local-first when privacy or cost demands it (Cynosure runs entirely on one GPU), and equally at home with NVIDIA NIM, Claude, or Gemini when the cloud is the right call. The architecture decides, not the hype.
What does an engagement look like?
A short scoping call, a written plan with milestones, then weekly shipped increments. Contract and freelance engagements start from two weeks; I'm also open to select full-time conversations.
Where are you based, and do you work remotely?
Amman, Jordan (UTC+3). I work remotely with international teams; recent collaborations span the UAE, and Deriv's offices across multiple countries.