Case Studies
Selected work across AI orchestration, multi-agent systems, RAG-based knowledge platforms, OTT monetization, and government digital transformation. Public-safe framing only - confidential client and partner names omitted.
Evolving a single conversational assistant into a government-wide AI orchestration layer with multi-agent architecture, MCP-based service onboarding, and a RAG knowledge platform across 85+ sources.
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Spearheaded a CNN+LSTM commercial-detection engine for live and on-demand video, deployed across 80+ live channels in production at 97% precision - supporting automated ad replacement, contextual matching, and continuous monitoring at scale.
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Architected a distributed DSP and SSAI delivery stack handling 3M+ ad requests per second with sub-second latency - integrated with PubMatic, Aniview, and Kevel, with Broadpeak-based SSAI cutting ad-break latency by ~35%.
Read case studyDesigned and deployed a Retrieval-Augmented Generation platform integrating SharePoint, Weaviate, and Ollama 3.1 at a UAE government entity - improving internal document retrieval accuracy by ~40% and lifting knowledge-management relevance by ~35%.
Read case studyDesigned and deployed a fleet of multi-agent AI applications at a UAE government entity using LangGraph, CrewAI, Synthetic Kernel, and Agno - covering RFP benchmarking, text-to-SQL business intelligence, technical evaluation, and eligibility/decision orchestration with explainable reasoning.
Read case studyEstablished the AI Governance & Validation Framework at a UAE government entity - defining KPIs, bias monitoring, audit trails, and compliance routines aligned with UAE government AI ethics and DESC cloud-security standards across all deployed AI systems.
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