10+ years building production systems, now focused on Arabic-language LLM and retrieval applications at national scale.
I build the thing Saudi Arabia's AI push needs most: Arabic-first, culturally-grounded conversational AI that actually works in production. I engineered the bilingual (Arabic + English) AI layer behind chat.dubai.ae, the official Dubai Government assistant, and built BilArabi — an Arabic educational RAG platform with a custom OCR-correction and 4-phase ingestion pipeline purpose-built for the challenges of Arabic text.
- Arabic NLP & RAG — bilingual retrieval, Arabic OCR correction, dialect-aware processing, government-grade terminology handling
- GraphRAG & Knowledge Graphs — creator of Agentic GraphRAG (open source): knowledge graphs + multi-agent orchestration for reasoning over enterprise data
- Production LLM Systems — RAG pipelines, multi-agent workflows, MCP routing, hybrid retrieval (BM25 + dense) with re-ranking, on Azure AI Foundry
- National-Scale Delivery — UAE Pass digital identity (5M+ users), Digital Dubai, Emaar
agentic_graph_rag — Production-ready GraphRAG engine using Neo4j, LangGraph, and FastAPI for intelligent retrieval, Text-to-Cypher analytics, and secure graph-native RBAC.
Also shipped the Emaar / The Dubai Mall app, serving 1M+ users.
Portfolio · LinkedIn · GraphRAG (open source)
graph TD
subgraph L6["L6: Experience & Client Interfaces"]
UI_Slack["Slack / Teams"]
UI_IDE["IDE / Claude Code"]
UI_Web["Web Console / Partner Portal"]
UI_WA["WhatsApp / Mobile Apps"]
end
subgraph L5["L5: Agent & Skill Plane (LangGraph + Claude SDK)"]
AgentReg["Agent Registry"]
SkillReg["Skill Registry"]
Orchestrator["LangGraph Orchestrator"]
ScopedMem["Scoped Memory (PG + Redis)"]
end
subgraph L4["L4: Governance & Control Plane (IntelliFlow Casbin PDP + AAT Minting)"]
PEP1["PEP-1: Session Authenticator"]
AAT["AAT Token Minter (RS256)"]
Jurisdiction["Jurisdiction & Entity Resolver"]
PDP["Policy Decision Point (Casbin / OPA)"]
PEP2["PEP-2: Skill Approver"]
RiskEngine["Risk Tier Engine (R0 - R5)"]
ApprovalSvc["Temporal Approval Service"]
CostLedger["Redis Cost & Budget Ledger"]
AuditLog["Append-Only WORM Audit Log"]
end
subgraph L3["L3: Gateways & Enterprise Knowledge Brain"]
subgraph ModelGW["Model Gateway (LiteLLM Router Core)"]
PEP3["PEP-3: Model Enforcement"]
PII["PII Redactor & Tokenizer"]
Router["LiteLLM Class-Based Router"]
SemCache["Redis Semantic Cache"]
end
subgraph ToolGW["Tool / MCP Gateway (Proxy)"]
PEP4["PEP-4: Tool Enforcement"]
Broker["Credential Broker (Vault)"]
JurisInject["Server-Side Entity Injector"]
BlastCap["Blast Radius & Rate Limiter"]
end
subgraph Brain["The Brain (Hybrid Storage Engine)"]
PEP5["PEP-5: Data Filter Injection"]
Neo4j["Neo4j Graph (agentic_graph_rag)"]
Qdrant["Qdrant Vector DB (IntelliFlow)"]
OpenSearch["OpenSearch Lexical Store"]
end
end
subgraph L2["L2: Execution & Event Backbone (Kafka + Temporal)"]
Kafka["Kafka Event Bus (IntelliFlow)"]
Temporal["Temporal Workflow Engine"]
Sandboxes["gVisor / Firecracker Sandboxes"]
JobRunners["CI/CD & Job Runners"]
end
subgraph L1["L1: Core Systems of Record"]
Postgres["PostgreSQL Core Databases"]
PerlCore["Perl Legacy Core"]
TradingSystems["MT5 / cTrader Bridges"]
CashierCRM["Cashier & CRM APIs"]
end
subgraph L0["L0: Cross-Cutting Observability"]
OTel["OpenTelemetry Spans"]
Langfuse["Langfuse Tracing & Evals"]
Prometheus["Prometheus Metrics & Alerts"]
end
%% Flow Connections
UI_Slack & UI_IDE & UI_Web & UI_WA --> PEP1
PEP1 --> AAT --> Orchestrator
Orchestrator --> AgentReg & SkillReg & ScopedMem
Orchestrator --> PEP2 --> PDP
PDP --> PEP3 & PEP4 & PEP5
PEP3 --> PII --> Router --> SemCache
PEP4 --> Broker --> JurisInject --> BlastCap
PEP5 --> Neo4j & Qdrant & OpenSearch
BlastCap --> Sandboxes & Temporal & Kafka
Router --> ModelGW
Sandboxes & Temporal --> Postgres & PerlCore & TradingSystems & CashierCRM
%% Control & Observability Enforcement Path
RiskEngine --> ApprovalSvc --> PDP
PDP --> CostLedger & AuditLog
L5 & L4 & L3 & L2 & L1 -.-> OTel & Langfuse & Prometheus