A FEW FEATURED PROJECTS

Projects & Solutions

Explore my professional work in Enterprise AI, Agentic AI, intelligent automation, solution architecture, and digital transformation.

Enterprise AIAgentic AISolution ArchitectureRAGDigital Transformation

FLAGSHIP PLATFORMEnterprise AI · 2025 · Solution Architect · Enterprise Deployed

Enterprise AI Automation Platform

Scalable enterprise automation combining OpenAI and Azure AI with core corporate infrastructure.

An enterprise-grade workflow automation platform integrating OpenAI models and Azure AI cognitive services with enterprise backends and legacy ERP systems to automate complex cross-departmental operations.

System Impact

70% reduction in manual data processing time
Enterprise security and RBAC access controls
Seamless integration with legacy ERP systems

Workflow Flow

Data IngestionAzure AI / OpenAIIntegration MiddlewareEnterprise ERP / Dashboard

Architecture Stack

Azure AIOpenAI APIPythonSQLREST APIs

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Agentic AI & ECM · 2025 · Enterprise AI Architect · Enterprise Deployed

Agentic AI for ECM Workflows

Autonomous AI agents streamlining Enterprise Content Management and document lifecycle routing.

An autonomous agentic system embedded within Enterprise Content Management platforms (DocuWare, OpenText, Therefore) to automatically classify, index, route, and approve multi-departmental corporate records.

System Impact

Instant document indexing and routing
Automated compliance checks across all ingested files

Workflow Flow

Document Scanning / IngestionAgentic Classifier AgentECM Repository (DocuWare/OpenText)Automated Approval Workflow

Architecture Stack

Agentic AIDocuWareOpenTextThereforePython

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IDP Engine · 2025 · Solution Architect · Production-ready

Intelligent Document Processing (IDP)

High-accuracy extraction, OCR, and classification engine for financial invoices and legal contracts.

An Intelligent Document Processing engine combining advanced computer vision, OCR, and Large Language Models to extract key-value data, validate tables, and process corporate invoices, purchase orders, and legal agreements.

System Impact

99%+ key-value extraction accuracy
Automated line-item matching with ERP purchase orders

Workflow Flow

Scanned PDF / ImageOCR & Vision AnalysisLLM Extraction & ValidationERP Financial Posting

Architecture Stack

IDPAzure Document IntelligencePythonSQLOpenAI

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Enterprise RAG · 2025 · AI Solution Architect · Production-ready

Enterprise RAG Knowledge Assistant

Retrieval-Augmented Generation system over corporate archives with strict access control and governance.

A secure Retrieval-Augmented Generation platform enabling enterprise staff to query thousands of internal policy documents, manuals, and technical archives with exact citations and zero data leakage.

System Impact

Instant Q&A over multi-gigabyte document repositories
Strict Row-Level Security (RLS) and document permission enforcement

Workflow Flow

Corporate PDF RepositoryChunking & EmbeddingVector DB IndexRAG Q&A Interface with Citations

Architecture Stack

RAGVector DBOpenAIPythonAzure AI

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Conversational AI · 2025 · AI Integration Lead · Deployed

AI Chatbot Platform

Omnichannel conversational AI assistant platform for internal enterprise helpdesks and customer support.

A scalable conversational AI chatbot platform integrated across web portals, internal communications, and messaging channels to provide 24/7 automated support, ticket escalation, and workflow resolution.

System Impact

24/7 automated support resolution
Reduced Tier-1 support desk load by 60%

Workflow Flow

User Query (Web/App/Messaging)Intent ClassifierAI Assistant EngineAPI Action / Ticket Escalation

Architecture Stack

Conversational AIPythonREST APIsOpenAI

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Cloud AI Architecture · 2025 · Solution Architect · Production Deployment

Azure AI Integration Architecture

Cloud-native AI pipeline integrating Microsoft Azure AI Cognitive Services with enterprise infrastructure.

A comprehensive cloud solution architecture connecting Microsoft Azure AI services — including Azure OpenAI, Cognitive Search, and Document Intelligence — with hybrid on-premises Windows Server and VMware infrastructure.

System Impact

Enterprise-grade cloud AI architecture
Zero-downtime hybrid deployment model

Workflow Flow

On-Premises InfrastructureHybrid Gateway / VPNAzure AI Cloud ServicesEnterprise Applications

Architecture Stack

Azure AIAzure OpenAIWindows ServerVMware

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Digital Transformation · 2005–Present · Digital Transformation Manager · Enterprise Governance

Digital Transformation Programs

Multi-year enterprise IT, print management, and document workflow modernization programs.

Strategic multi-year digital transformation initiative overseeing the modernization of enterprise print management, document capture fleets, ECM repositories, and hardware infrastructure across regional corporate operations.

System Impact

Modernized enterprise-wide document infrastructure across regional offices
Over 35% reduction in total cost of ownership (TCO) for document operations

Workflow Flow

Legacy Infrastructure AuditArchitecture & RFP GovernancePlatform Deployment (ECM/Print)Enterprise Rollout & Training

Architecture Stack

PMPDocuWareOpenTextPaperCutYSoft

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Healthcare · Bilingual Records Intelligence · Solution Design

Arabic Healthcare Records Solution Design

Bilingual clinical-document intelligence and department routing.

A proposed Arabic- and English-language clinical records platform for capturing, classifying, summarising and routing hospital documents, with DocuWare as the system of record.

System Impact

Processes referrals, lab and radiology reports, discharge summaries, prescriptions and other clinical records.
Matches documents to patients and routes them to the appropriate department queue.

Workflow Flow

Capture documentPre-processClassifyOCR and extractMatch patientValidate and protect dataRoute for reviewArchive in DocuWareReport in Power BI

Architecture Stack

AWSClaude on Amazon BedrockAWS Step FunctionsAmazon Comprehend MedicalPaddleOCR

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Enterprise Automation · Delivery Specification

Enterprise Automation Delivery Specification

Reviewed delivery blueprint for six DocuWare enterprise workflow modules.

A reviewed technical delivery specification covering finance, marketing, records, tender, service productivity and dashboard/e-form workflows. The document distinguishes original portfolio descriptions from recommended enhancements; it is a blueprint, not evidence that every recommendation is deployed.

System Impact

Invoice workflow: capture, OCR, classification, validation, tiered approval and SLA escalation.
Marketing and records: classify requests, route tasks, auto-index documents and trigger contract-expiry reminders.

Workflow Flow

Submit form, email or documentClassify and validateApply workflow rulesRoute approvals or tasksRecord decisions in SQL ServerTrack SLAs and KPIs

Architecture Stack

DocuWareDocuWare Forms and WorkflowIntelligent IndexingSQL Server.NET

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Government · Business Case & Solution Design

Government Knowledge Management Solution Design

Permission-aware bilingual search and cited answers over government records.

A proposed Arabic- and English-language knowledge and legal-intelligence platform that structures, versions and indexes government content in OpenText Livelink and other approved repositories.

System Impact

Helps staff find current legislation, regulations, circulars, decisions, contracts and correspondence.
Provides answers grounded in approved sources with citations and repository permissions.

Workflow Flow

Connect to LivelinkOCR and structure contentClassify and versionIndex with permissionsAsk in Arabic or EnglishReturn cited answersReview records governanceReport in Power BI

Architecture Stack

Google CloudVertex AI Agent BuilderVertex AI SearchGeminiDocument AI

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Finance · Business Case & Solution Design

Invoice Processing Solution Design

Bilingual invoice capture, validation, approval routing and ERP posting.

A proposed accounts-payable automation platform using DocuWare as the document system of record, with OCR and AI-assisted extraction under business-rule and human controls.

System Impact

Captures supplier invoices and credit notes from email, paper, scans and portals.
Validates extracted fields and matches suppliers and purchase orders before approval.

Workflow Flow

Capture invoiceOCR and AI extractionValidate business rulesMatch vendor and purchase orderReview exceptionsRoute approvalPost to ERPReport and audit

Architecture Stack

DocuWareWorkflow ManagerIntelligent IndexingOCRPython

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Trade Compliance · Business Case & Solution Design

Trade Document Sanctions Screening Solution Design

Document-led trade screening with deterministic matching and officer review.

A proposed platform that extracts parties and shipment details from trade documents, checks them against versioned sanctions lists and risk rules, and prepares evidence for compliance officers.

System Impact

Covers parties, banks, vessels, ports, countries, ownership links, goods and dual-use controls.
Creates traceable alerts with supporting evidence for compliance review.

Workflow Flow

Capture trade documentsOCR and extractNormalize entitiesScreen against versioned listsApply deterministic risk rulesPrepare evidence summaryCompliance officer decidesHold or release and audit

Architecture Stack

Azure AI Document IntelligenceAzure AI SearchLangGraphFastAPIReact

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Conversational AI · Business Case & Solution Design

Voice Agent Solution Design

Arabic- and English-language inbound voice service with contextual human handoff.

A proposed conversational voice agent for routine customer-service calls, using approved company knowledge and allow-listed low-risk actions, with performance measured after launch.

System Impact

Answers routine inbound questions using approved company information.
Can perform defined low-risk actions through connected systems with confirmation.

Workflow Flow

Inbound call via TwilioReal-time speech recognitionDialog orchestrationRetrieve approved knowledgeConfirm allowed actionSpeak responseResolve or hand off with contextMeasure call quality

Architecture Stack

TwilioDeepgram Nova-3Cartesia SonicElevenLabs FlashGroq-hosted GPT-OSS

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