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20 of 20 projects

Year Project
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.

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.

Case study
2025

Document Processing & Vision AI Pipeline

Built intelligent document processing pipeline using GPT-4 Vision and Azure Form Recognizer.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Case study
2023 – Present

Intelligent Conversational Analytics Platform

Built natural language to SQL query system with conversational interface and automatic error correction.

Case study
2023

AI Conversational Chatbot (18K+ Monthly Queries)

Deployed conversational AI chatbot with context-aware multi-turn dialogue and intent routing.

Case study
2022

Regulatory & Policy Change Watcher

Daily crawler + LLM diff summariser that posts only material policy changes — with citations — to a Teams channel.

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.

Case study
2017

Real-Time Social Sentiment Engine

Streaming pipeline classifies sentiment + topic, detects spikes, and pushes alerts to subscriber dashboards.

Case study
2014

Lease Application Lead Scoring

Logistic-regression scoring model on application + bureau features, exposed as an API into the leasing workflow.

Case study