At Yashfii, I’m the sole engineer on AIDocFriend V2, a clinical assistant that turns Egyptian-Arabic consultations into live differential diagnoses, editable SOAP notes, prescriptions, and lab orders. The clinic owner approved V2 as the platform going forward.
At NTG Clarity, I led a three-person team building BidProof, which checks Arabic and English tenders against approved, cited, in-date evidence. I improved requirement-extraction recall on attorney-labelled clauses and published the production audit results.
I also built and run Eilm, an Arabic-first learning platform used by five academies, and created open-source RAG and code-review projects. Across my work, I focus on tested AI products that cite their sources or refuse to answer.
