Work

Projects

Multi-agent systems, AI orchestration, and enterprise digital transformation built for real companies.

SAGE

Smart Agentic Governance Engine. An enterprise email intelligence platform that turns raw corporate communications into actionable business insights, running on-premise with zero cloud AI costs.

AIEmail IntelligenceFull-StackPrivacy-First

UAE-first bilingual EdTech platform. CopilotKit-powered teacher copilot with generative UI, a symbol-based grammar engine aligned to Colourful Semantics, and multiple stakeholder surfaces. Arabic and English as co-primary languages.

EdTechCopilotKitBilingualAIArabic NLPColourful Semantics

by2olak | Zoho

Multi-agent CRM orchestration built for enterprise scale. Python master orchestrator with Claude Agent SDK coordinating LangChain Deep Agents across Zoho modules, discovered automatically. Google A2A protocol, CopilotKit generative UI, handwritten Arabic/English OCR. Fully on-premise.

PythonClaude Agent SDKLangChainGoogle A2ACopilotKitZoho ZDK/SDKOCR

Mem-on-the-Go

Universal agent memory system built on RuVector. Multiple reinforcement learning algorithms, hybrid BM25 and vector search with Reciprocal Rank Fusion, GNN multi-head attention for better recall, and auto-selecting backends. Runs anywhere with zero setup: browser WASM, Node.js, edge functions, fully offline. Fast native search with Rust and SIMD acceleration. Self-learning steadily improves retrieval quality without manual tuning.

RustWASMHNSWReinforcement LearningGNNTypeScriptAgentDBRuVectorMCPSelf-Learning

Source

SAGE OCR

Local vision-language pipeline turning 76,009 scanned government and business documents into structured, CRM-linked records. Zero cloud, zero per-document cost, one Mac.

Vision Language ModelMLXStructured ExtractionOn-premiseDocument AI

SAGE Inspection

Self-hosted real-time video platform letting a qualified engineer certify LPG installations remotely. Live technician camera feed, timestamped hazard bookmarks, defensible audit trail, zero video touching third-party cloud.

WebRTCLiveKitKotlinFastAPIRegulated EvidenceSelf-hosted

Legal Intelligence Skill

A Claude Skill plus a LAN-hosted FalkorDB knowledge graph, with on-device embedding, giving every employee instant cited answers on the laws, civil-defence codes, and SOPs that govern their work.

FalkorDBKnowledge GraphGraphRAGMCPONNXWebGPUCompliance

Local Competitive Intelligence Engine

Local-first competitive intelligence engine that builds a competitor knowledge graph from public sources and isolates the hidden market aggregators and single-point-of-failure suppliers everyone else misses.

LangGraphKnowledge GraphEntity ResolutionNetworkXOSINTLocal-first

Multi-modal RAG System

Searchable, agent-accessible knowledge bases built from paper records, handwritten notes, scanned contracts, and email, with human-in-the-loop verification.

Agentic RAGHybrid SearchBM25HNSWRerankingKnowledge Base

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Projects

SAGE

Yalla Learn

by2olak | Zoho

Mem-on-the-Go

SAGE OCR

SAGE Inspection

Legal Intelligence Skill

Local Competitive Intelligence Engine

Multi-modal RAG System

Got a problem worth solving?

Projects

SAGE

Yalla Learn

by2olak | Zoho

Mem-on-the-Go

SAGE OCR

SAGE Inspection

Legal Intelligence Skill

Local Competitive Intelligence Engine

Multi-modal RAG System

Got a problem worth solving?