Applied AI systems · Engineering leadership
I build AI systems that survive contact with production: enterprise RAG, voice agents, workflow automation. When a build needs more than code, I step in as fractional CTO and run architecture, hiring, and delivery.
Enterprise RAGVoice AI agentsn8n workflowsFractional CTONeurotechnology
What I do
Most engagements take one of three shapes, from owning the whole engineering function to shipping a single well-defined build.
Founders scaling an AI product
Architecture, hiring, delivery, and roadmap for AI-first products. You get the engineering function without the full-time hire.
Teams with a concrete AI build
Hands-on builds of LLM systems that hold up in production: enterprise RAG over messy documents, agents with tool use, and voice AI under real call volume.
Operators modernising workflows
n8n workflows and AI-assisted internal tools that take repetitive admin off your team, plus a straight second opinion on your AI plans.
Selected work
Problems I was brought in to solve, what I led, and the measurable result.
Co-Founder & CTO · EXODIA AI Technologies
Built an enterprise RAG platform for a subsidized-finance consultancy so grant researchers could query dense program policies instead of manually digging through documents.
RAG · Python · Vector search · LLMs
Voice AI Consultant · Teammate AI
Resolved a production emergency in the team’s voice-agent setup and trained them on VAPI and Retell scaling constraints — latency, fallback handling, and prompt design.
VAPI · Retell · Voice AI
AI Integration Consultant · Sports Nutrition Association
Trained the CEO on n8n automation and built an email auditing system with sentiment analysis to flag unanswered support requests and monitor quality across thousands of threads.
n8n · Sentiment analysis · LLMs
Track record
EXODIA AI Technologies
Leading a team of 10+ engineers delivering AI automation and applied AI systems, including an enterprise RAG platform for a subsidized finance consultancy that reduced grant researchers’ office work by 70%. Delivered AI training to a major culinary institute in Italy with 100+ employees.
RemodelBoom · Remote
Advising founders on n8n automation and AI-assisted internal tools, including a direct-mail management system for 30K+ monthly mails with address verification and data enrichment.
Teammate AI · Remote
Resolved a product emergency in the team’s voice agent setup and trained the team on VAPI and Retell scaling constraints. The platform has since handled 50K+ calls.
Sports Nutrition Association · Remote
Trained the CEO on n8n automation and built an email auditing system with sentiment analysis to flag unanswered support requests and monitor quality across 6,000+ threads.
Duara Education · Remote, Kenya
Supported AI-accelerated development of a full school management platform for a smart school in Kenya, covering enrollments, grades, finances, and inventory.
Educate! · Remote, Kenya
Built multimodal AI WhatsApp agents for entrepreneurship trainers and volunteers, retrieving guidance from a large database of program policies and operating guidelines.
Eventec (formerly Illusionare LLC) · Cairo, Egypt
Built a multitenant event management SaaS platform from the ground up, scaling from solo engineering to a team of 6+ engineers and designers. The platform now supports 100K+ event-goers.
Toolkit
AI Automation and Agents
Software Engineering
Machine Learning and Data
Neurotechnology and Immersive Systems
Build log
Google Summer of Code 2024 contribution to InVesalius: visualizing transcranial magnetic stimulation motor mapping.
Research
My first professional paper, written for the first IEEE student paper contest in Alexandria, Egypt, as part of my graduation project.
Background
Master of Science · Bionics Engineering, Neural Engineering Track
Ranked 2nd among international applicants in the admission test and interview.
Bachelor of Science · Systems and Biomedical Engineering
GPA 3.5/4.0, IELTS 8.5 (C2), ranked in the top 4 of the class.
Writing
How an n8n AI automation consultant designs reliable workflows that connect CRMs, inboxes, documents, LLMs, and human review steps.
Practical patterns for building Claude AI agents that support business operations, from tool use and RAG to approval flows and evaluation.
Let’s talk
Tell me what you’re trying to build — or un-break. If I can help, I’ll say how. If I can’t, I’ll tell you that too.