Projects
Implementations, prototypes, evaluations, historical research and initiatives — with their status and evidence boundaries stated plainly.
Private AI content-production workflow
A staged system turns a course brief into approved objectives, lessons, topics and assembled content, including video, lab and text outputs.
Owner-confirmed functioning workflow; source/output mapping incompleteMominoun publishing-platform migration
Migrating a fragmented legacy publishing archive into a new CMS-backed platform supporting articles, books, journals and other formats.
Owner-confirmed delivery; backend implementation details unverifiedConversational analysis of SAP Business One
A local AI-assisted application converts English and Arabic questions into T-SQL against a SAP Business One demo database, with queries and results available for inspection.
Working prototype against demo dataSAP MRP Intelligence Platform
An intelligence layer proposed alongside SAP for forecasting, shortage prediction, exception prioritisation and human-reviewed planning decisions.
Documented development initiative; executable runtime not verifiedAI sales-force automation
An owner-described initiative to evaluate prospects and automate follow-up across stages of a sales funnel.
Under development; implementation evidence limitedCustomer conversational agents
Custom agents built for customer-facing requests, with exact integrations and publication permissions assessed case by case.
Owner-confirmed work; individual customer workflows need approvalBilingual banking agent evaluation
An unnamed UAE bank evaluated bilingual answers to banking products, policies and procedures.
Evaluation; no verified production rolloutTranslation, transcription and corpus engineering
Historical work includes Samsung AI Translation, Samsung AI Transcribe and Samsung Corpus Engineering, alongside Arabic language-processing research.
Portfolio-listed initiatives; delivery scope and assets need verificationMedia and government AI initiatives
Documented portfolio entries include government stereotype analysis, AI Media Hub, AI Digital Diplomacy, WAM AI Media Lab and Excitem Facebook TV.
Historical mentions; software scope and publication clearance unresolvedLocal video generation research
An experimental local video-generation MVP was reached before development paused.
Owner-reported working MVP; pausedArabic hate-speech detection research
A dated research milestone on Arabic short-text classification, human annotation, preprocessing and model comparison.
Published research with attributed authors