Head of AI Engineering & Transformation · Dubai, UAE
AI systems that do the work humans shouldn’t.
Self-healing, self-learning agents for enterprises with real problems and no patience for hype. On-premise. Bilingual. Built to run in production, not in a demo.
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Custom AI systemsBuilt for the problem, not the demo
Enterprise integrationLegacy systems talking to modern tools
On-premise deploymentData stays where governance requires
Bilingual pipelinesArabic and English, handwritten OCR included
Based in Dubai. On-premise deployment for data-governance requirements. Arabic and English.
That capability came from one place: an industrial enterprise running entirely on paper. SAGE now handles the daily email flood that used to swallow an entire team, at zero cloud AI cost. The same approach works anywhere grunt work is eating yours alive.
Self-healing agentsAutonomous orchestrationOn-premise deploymentRAG pipelinesIndustrialEnterprise servicesArabic + English
tools & stack
PythonTypeScriptNext.jsReactGoRustFastAPITailwindDockerKubernetesPythonTypeScriptNext.jsReactGoRustFastAPITailwindDockerKubernetes
OpenAILangChainPyTorchHugging FaceOllamaPostgreSQLRedisConvexCloudflareGitHubOpenAILangChainPyTorchHugging FaceOllamaPostgreSQLRedisConvexCloudflareGitHub
What I solve
Four problems eating your team alive.
01
Communication Overload
Email intelligence that learns what matters, filters what doesn't, and surfaces insights no human could find at scale. Self-learning. Self-healing. On-premise.
02
Paper Drowning
Document AI and OCR that reads Arabic and English, handwritten or typed. Paper records become searchable, agent-accessible knowledge bases.
03
Disconnected Systems
CRM orchestration, enterprise integration, and multi-agent systems that connect Salesforce, Zoho, SAP, and everything in between. Human-in-the-loop where stakes are high.
04
Manual Everything
Operations automation, IoT monitoring, HR digitization. AI agents that handle the grunt work so humans can do what humans are good at.
The agent loop
Anatomy of an agent
01 · Ingest
It listens.
Email, scanned contracts, IoT signals, CRM events — every format, Arabic or English, streaming into one pipe.
02 · Understand
It reads.
OCR and embeddings turn paper and noise into structured, searchable meaning — handwritten Arabic included.
03 · Reason
It decides.
A master orchestrator routes each task across specialized sub-agents, weighs context, and picks the next action. Human-in-the-loop where the stakes are high.
04 · Act
It executes.
Writes back across CRM, ERP, and the systems that never talked to each other. Now coordinated, in real time.
05 · Heal
It recovers.
Detects its own failures, self-corrects, and learns on its own. Entirely on-premise, at zero cloud lock-in.
Ingest
Understand
Reason
Act
Heal
5 agent-loop stages: Ingest, Understand, Reason, Act, Heal.Scroll to advance
Selected work
Systems running in production.
Email intelligence, document AI, multi-agent CRM orchestration, on-device memory. Production systems across industrial, enterprise, and EdTech. Every one on-premise, bilingual, and built to last.
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