Real problems, real solutions, real results
Hands-on work across AI architecture, enterprise automation, fraud detection, and open-source frameworks. Each project reflects evidence-based problem-solving and measurable impact.
SAGE Protocol & MindCore Framework
A vectorless RAG protocol that replaces traditional embedding-based RAG with deterministic, metadata-driven retrieval. Zero embedding calls, zero vector database costs — proving that vectorless RAG can outperform conventional approaches.
MSNE — Arabic Language AI System
Architected Morpho-Semantic Numeric Encoding to digitize centuries of Arabic grammatical scholarship into executable code for NLP pipelines. Enables machine-readable Arabic morphology processing—addressing a foundational gap in Arabic language AI.
AI Social Media Management Platform
Full-stack platform automating 90% of comment and DM interactions with contextual, personalized AI responses. Includes user memory tracking, configurable AI prompts, analytics dashboards, and multi-account support with CI/CD pipelines.
AI Executive Reporting System
AI reporting pipeline (n8n + Supabase + OpenAI) for a multi-factory manufacturing company. Built RAG model over vector database for historical data retrieval, replacing 3+ hours of manual daily reporting with automated C-suite briefings.
AI Subscription Replacement Program
Systematically replaced flat-rate AI SaaS subscriptions with self-hosted, open-source alternatives. Achieved same quality and performance with better security, privacy, and full observability.
Meta — Global Fraud Detection & AI Automation
Led technical programs spanning €45M+ budgets across vendors and time zones. Automated weekly reporting from 3.5 hours to 6 minutes. Discovered unknown global fraud typology through SQL analysis. Collaborated with Reality Labs on AI-driven root cause analysis systems.
Disability Services Web App
First-of-its-kind web application in Iraq connecting persons with disabilities to essential services. Drove inclusion and awareness campaigns in post-conflict northern Iraq.
Approach
I design AI architectures that solve real business problems—not by deploying fancy tools without purpose, but by identifying the right problems first, evaluating current AI adoption maturity, and building evidence-based plans for healthy, productive AI integration.
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