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Mohamed Fakhry

@mohamedfakhry

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Senior Clinical AI Engineer (MD) | Architecting Trustworthy RAG & Agentic Workflows

Egypt

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What I'm looking for

I am a Clinical AI Engineer & Product Leader (MD) bridging the gap between medical complexity and engineering precision. I seek remote roles in HealthTech or AI-first companies where I can architect production-grade RAG systems and agentic workflows.

I am a Medical Doctor turned Senior AI Engineer, bridging the gap between clinical complexity and engineering precision. I specialize in architecting production-grade RAG pipelines and trustworthy agentic workflows, applying the same rigor to code logic as I did to medical triage.

Previously, I founded and architected SpiderSEO (scaling it to 20+ people) and led enterprise AI initiatives at Boubyan Digital Factory. I am seeking a remote Clinical AI Engineer or Technical Product Leader role where I can solve high-stakes problems, ensure AI safety, and eliminate hallucinations in healthcare or complex enterprise environments.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Boubyan Digital Factory

Sep 2024 - Present (1 year 3 months)

Architected enterprise RAG pipelines and implemented advanced vector retrieval strategies, reducing hallucination rates in critical financial/data outputs. Developed autonomous multi-agent systems using LangChain/LangGraph, establishing a robust evaluation framework for production-grade LLM deployment.

Python Vector Databases Prompt Engineering RAG NumPy Pandas Git

Founding CEO & Product Architect

SpiderSEO

Jan 2022 - Sep 2024 (2 years 8 months)

Bootstrapped and scaled a 20+ person remote agency. Personally engineered a serverless ERP system using Python and Google Apps Script automation, reducing operational overhead by 60%. Integrated GPT-4 into content workflows before it was industry standard.

Product Architecture Serverless Python AI Strategy Team Leadership SaaS

Medical Center Director

Ministry of Health & Population

Jan 2021 - Jan 2022 (1 year)

Directed clinical, administrative, and financial operations for thousands of patients; led records digitization and enforced data privacy compliance while optimizing budgets during critical public health periods.

Healthcare Operations Data Privacy Digitalization Stakeholder Management

Family Doctor

Ministry of Health & Population

Aug 2015 - Jan 2021 (5 years 5 months)

Managed high-volume ER triage and applied algorithmic differential-diagnosis logic to deliver safe clinical decisions under incomplete data conditions.

Triage Differential Diagnosis Emergency Medicine Patient Safety

Head of Digital Education & Strategy

Syndicate of E-commerce and E-marketing

Sep 2014 - Aug 2020 (5 years 11 months)

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

Curriculum Design Marketing Automation Data Analysis Public Speaking

Education

Degrees, certifications, and relevant coursework

Cairo University — Faculty of Medicine (Kasr Al-Ainy)

Bachelor of Medicine and Surgery (M.B.B.Ch.), Medicine

2007 - 2015

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.