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20 of 20 projects
| Year | Project | Company | Top metric | Stack | |
|---|---|---|---|---|---|
| 2026 | Portfolio Model Context Protocol Server stdio MCP server exposing typed tools (get_projects, get_case_study, search_writing) so any compatible client can ground answers in real portfolio data. | Personal · Open-source | 5 tools | MCPTypeScriptNode stdio+1 | Case study |
| 2025 | Enterprise RAG Document Intelligence System Architected end-to-end RAG pipeline using Azure OpenAI and Cognitive Search with hybrid retrieval and re-ranking. | SCAD | 10s time | GPT-4Azure Cognitive SearchLangChain+4 | Case study |
| 2025 | Document Processing & Vision AI Pipeline Built intelligent document processing pipeline using GPT-4 Vision and Azure Form Recognizer. | SCAD | 80% automation | GPT-4 VisionAzure Form RecognizerAzure Functions+2 | Case study |
| 2025 | Arabic ↔ English Statistical Report Translator Built a GPT-4 translation copilot with a SCAD-specific glossary (UN SDG terms, demographic taxonomies) and a side-by-side reviewer UI. | SCAD | 18× speedup | GPT-4Azure OpenAICustom Glossary+1 | Case study |
| 2025 | Smart Meeting Summariser & Action-Item Extractor Pipeline ingests Teams transcripts, summarises in Arabic + English, extracts owners and deadlines, and posts structured items to Planner. | SCAD | 120+/mo meetings | WhisperGPT-4Microsoft Graph+1 | Case study |
| 2025 | Inbox Triage & Auto-Reply Drafting Copilot Outlook add-in that classifies incoming mail by intent, drafts a tone-matched reply, and learns from accept/reject signals. | Internal use | 5 hrs/wk saved | GPT-4Microsoft GraphOffice Add-in+1 | Case study |
| 2025 | AI Code-Review Assistant for .NET Repos GitHub Action that posts inline review comments — security checks, async/await pitfalls, EF Core anti-patterns, and a prompt-injection scanner for any AI-touching files. | Internal engineering | 40% caught | GPT-4GitHub ActionsRoslyn Analyzer+1 | Case study |
| 2025 | Executive Dashboard Narrator Scheduled job reads dashboard datasets, runs significance tests, and writes a 4-paragraph bilingual executive brief grounded in the actual numbers. | SCAD | -2 days lag | Power BIGPT-4Azure Functions+1 | Case study |
| 2025 | Prompt & RAG Evaluation Harness Open-source-flavoured eval harness with ~400 graded queries, judge-LLM scoring, and a CI step that blocks regressions in retrieval recall and answer quality. | SCAD | 2 suites | GPT-4 (judge)PythonGitHub Actions+1 | Case study |
| 2024 | Internal Policy & HR Q&A Bot Slim RAG pipeline over the policy library with citation-first answers and an escalation hand-off to a human HR contact. | SCAD | 70% deflection | Azure OpenAIAzure AI SearchLangChain+1 | Case study |
| 2024 | Statistical Data-Quality Anomaly Detector Hybrid stats + LLM pipeline: classical outlier detection flags suspect rows, then GPT-4 reasons about whether they're real changes vs. likely data-entry mistakes. | SCAD | 23 issues caught | PythonGPT-4scikit-learn+1 | Case study |
| 2024 | Open-Ended Survey Response Coder Few-shot Arabic-first LLM coder with confidence thresholds; high-confidence answers auto-coded, low-confidence ones routed to a human-in-the-loop UI. | SCAD | 10× speedup | GPT-4Azure OpenAIArabic NLP+1 | Case study |
| 2024 | Smart Form Validator (Arabic Address & Name Parsing) Light GPT-3.5 normaliser + transliteration model that standardises names, splits address components, and validates them against the national address registry. | SCAD | +22pp match | GPT-3.5Azure FunctionsArabic Transliteration | Case study |
| 2024 | Knowledge-Base Auto-Tagger & Linker Batch embedding + classification pipeline that assigns SDG topics, year, language, and confidentiality tier, plus suggests related documents. | SCAD | 40K+ docs | text-embedding-3GPT-4Azure AI Search+1 | Case study |
| 2023 – Present | Intelligent Conversational Analytics Platform Built natural language to SQL query system with conversational interface and automatic error correction. | SCAD | 200+ users | GPT-4Semantic KernelAzure OpenAI+3 | Case study |
| 2023 | AI Conversational Chatbot (18K+ Monthly Queries) Deployed conversational AI chatbot with context-aware multi-turn dialogue and intent routing. | SCAD | 18K+/mo queries | Azure Bot FrameworkGPT-4Azure OpenAI+2 | Case study |
| 2022 | Regulatory & Policy Change Watcher Daily crawler + LLM diff summariser that posts only material policy changes — with citations — to a Teams channel. | MoHRE | -80% effort | PythonGPT-4Microsoft Teams+1 | Case study |
| 2021 | Citizen Service Request Auto-Router Intent + topic classifier on top of the request text routes to one of 22 specialist teams, with a confidence-gated escalation path. | MoHRE | -22pp misroute | BERT (Arabic)ML.NETAzure ML+1 | Case study |
| 2017 | Real-Time Social Sentiment Engine Streaming pipeline classifies sentiment + topic, detects spikes, and pushes alerts to subscriber dashboards. | TRG Tech | 100K+/day volume | Node.jsRabbitMQSentiment Analysis+1 | Case study |
| 2014 | Lease Application Lead Scoring Logistic-regression scoring model on application + bureau features, exposed as an API into the leasing workflow. | NETSOL Technologies | +18% yield | R.NETSQL Server+1 | Case study |