11 projects

Projects

Implementations, prototypes, evaluations, historical research and initiatives — with their status and evidence boundaries stated plainly.

How we label evidence
Working system
An owner-confirmed functioning workflow.
Delivered
Owner-confirmed delivered work.
Prototype
A working prototype, for example against demo data.
In development
Documented or described work that is still being developed.
Evaluation
A use-case evaluation, not a confirmed production rollout.
Historical record
Listed in historical company records; scope still being verified.
Research
Published, attributed research.

11 projects shown

01Working system
Structured generation with human approval

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.

BriefObjectivesLessonsTopicsContentDeliverablesRead more
02Delivered
Legacy archive restructuring

Mominoun publishing-platform migration

Migrating a fragmented legacy publishing archive into a new CMS-backed platform supporting articles, books, journals and other formats.

Legacy sourcesFull database migrationPublishable todayRead more
03Prototype
Natural language to inspectable SQL

Conversational 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.

AskDiscover schemaGenerateQueryInspectRead more
04In development
Forecasting and planner decision support

SAP MRP Intelligence Platform

An intelligence layer proposed alongside SAP for forecasting, shortage prediction, exception prioritisation and human-reviewed planning decisions.

SAPIngestPredictPrioritisePlanner control towerWrite-backRead more
05In development
Sales workflow development

AI sales-force automation

An owner-described initiative to evaluate prospects and automate follow-up across stages of a sales funnel.

ProspectsEvaluateFollow upRead more
06Customer work
Business request automation

Customer conversational agents

Custom agents built for customer-facing requests, with exact integrations and publication permissions assessed case by case.

RequestAgentHandoverRead more
07Evaluation
TACA use-case evaluation

Bilingual banking agent evaluation

An unnamed UAE bank evaluated bilingual answers to banking products, policies and procedures.

QuestionSubjectTACAEvaluationRead more
08Historical record
Historical language engineering portfolio

Translation, transcription and corpus engineering

Historical work includes Samsung AI Translation, Samsung AI Transcribe and Samsung Corpus Engineering, alongside Arabic language-processing research.

Samsung AI TranslationSamsung AI TranscribeSamsung Corpus EngineeringRead more
09Historical record
Historical portfolio

Media 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.

Government stereotype analysisAI Media HubAI Digital DiplomacyRead more
10Paused MVP
AI engineering R&D

Local video generation research

An experimental local video-generation MVP was reached before development paused.

Working MVPPausedRead more
11Published research
Published research / 2020

Arabic hate-speech detection research

A dated research milestone on Arabic short-text classification, human annotation, preprocessing and model comparison.

GatherAnnotatePreprocessComparePublishRead more

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