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All work

Holobox AI Platform

A configurable bilingual AI-avatar platform for live events, government, healthcare, and enterprise experiences across the GCC.

Context
Work delivered at Verofax
Services
AI engineering, Platform architecture, Technical leadership
Technology
Python, Next.js, Speech AI, RAG, Vector search
4x
GITEX Global
3yr+
In production
2
Languages served
Visitors at the Saudi Exports stand speaking with the Holobox bilingual AI avatar

What had to change

Interactive installations needed natural conversations, controlled answers, real-time media, and dependable operation in high-visibility environments.

What Louay built

Louay built the AI backend behind bilingual conversations, knowledge retrieval, streaming experiences, partner configuration, analytics, and event operations. The multilingual retrieval layer handles Arabic and English chunking, RTL text, caching, guardrails and source tracing so answers can be inspected.

What the work enabled

A production platform demonstrated repeatedly at major regional events and adapted for multiple enterprise and institutional contexts.

Bilingual retrieval architecture — one pipeline, Arabic and English
QueryAR / EN inCacheMulti-layerRetrievalVector searchGenerationLLMPost-processArabic NLPResponseStreamedcache hitBilingual chunkingRTL-aware processingGuardrails for regulated environmentsTracing and metrics

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