Mohamed Fakhry

Achieved 95 % LLM accuracy with 3–8k-token compliance prompts, cutting dev time 70 %.
Built Arabic-English RAG (Pinecone/FAISS, LangChain) with Gulf NLP; CSAT +15 %, resolution time –50 % for 20 k+ daily queries.
Hardened zero-trust AI: PII redaction, prompt shields, audits—zero findings.
Ran on-prem LLMs (vLLM, Ollama, Phi-3) on GPU-poor VMs; <2 s latency, 80 % cost save.

Built agency ERP in Workspace: 10k lines Apps Script, cut 50k SAR SaaS, delivery 70 % faster.
JSON-chunking, 60% token cost ↓, bulk Arabic/English content 2k+/mo.
Auto brand-voice injection: 100% tone match, 75% content time ↓, zero revisions.
Live SEO dashboards, no credential share, 3 h weekly report → 0.
Zero-host HTML portals (admin + client) with RBAC, 5k SAR hosting saved, 30 users live.

Directed 120-staff facility (clinics, pharmacy, HR, supply chain); hit budget, +95 % ops score, <2 % complaints.
Unified Purchase system: zero critical drug/formula shortages despite tight budget.
Passed Ministry, Preventive Medicine & Health Directorate audits with zero major violations.
Ran HR/payroll for 60+ multidepartment staff; <10 disputes, biometric attendance intact.

Sole ER physician: triaged 400+ AMI/DKA/asthma cases, cut mortality 25 % despite scarce resources.
Systematic differential method: 80 % accurate diagnoses; same logic now speeds code/system debug.
Applied Ministry protocols for chronic/acute pharmacology; held adverse events to <2 %.
Early government-hospital EHR adopter; trimmed record errors 25 % and ensured instant critical-data retrieval.

Designed and delivered 30+ technical courses to 500+ professionals and pioneered algorithmic automation for marketing data analysis.

Activities and societies: Clinical rotations and hospital-based training at Kasr Al-Ainy; involvement in digital health and clinical safety initiatives.

Completed a Bachelor of Medicine and Surgery (M.B.B.Ch.) with training at Kasr Al-Ainy, covering clinical and surgical rotations and preparation for medical practice.