Ideas, built.
Knowledge, applied.

A 10-day training program for the Diagnostics Directorate, Iraqi Ministry of Health: from the command line and Python environments to training a YOLO blood-cell detection model — full curriculum, printables, Colab notebooks, and real model results.

A secure, bilingual (Arabic/English) radiology workflow platform for Iraq connecting hospitals, imaging centers, and radiologists — from DICOM intake through report signing to audited cash settlement. Next.js 16 + NestJS 11 + PostgreSQL PWA, live in production.

Production real-time Iraqi license-plate recognition deployed on a wide-angle 4K surveillance camera at the University of Turath, Baghdad: a YOLOv11 detector feeds a 4-engine OCR ensemble (custom Arabic CRNN, RapidOCR, EasyOCR, PP-OCRv4) behind a 5-check quality gate, with a live operator dashboard and an active-learning review-gallery loop.

Central licensing system for customer DICOM servers: activation-token issuance, admin dashboard, running as a hardened systemd service behind nginx/TLS.

Arabic-first university ERP and smart-campus platform: RTL admin dashboards, a Flutter super app, LMS with exams and smart attendance, a tamper-evident double-entry finance ledger, and a fully self-hosted AI layer (Arabic assistant "Murshid", citation-grounded deep search, document vision).

Arabic-first (RTL) on-demand lawyer marketplace for Iraq: a Flutter app plus NestJS/PostgreSQL backend where citizens post a case and nearby verified lawyers accept and chat in-app; README reports v1.1.0 running in production for a Baghdad pilot.

End-to-end Arabic legal Q&A over Iraqi law: hybrid BM25+FAISS retrieval with cross-encoder rerank feeding a five-stage multi-agent pipeline (query analysis, retrieval, legal reasoning, citation verification, summarization), served by FastAPI with a streaming Next.js UI, running fully locally on a single GPU.

An internal radiology reference for standardized chest CT/HRCT protocols with browse, search, and a grounded Claude-based AI assistant that drafts answers strictly from the protocol library. Go API + React 19 SPA + MySQL 8, Docker-composed — a rewrite of a retired PHP app.

AI-powered personal document vault (Arabic/English): Next.js client, NestJS + Prisma server, and a dedicated Python OCR microservice with bundled model weights, all orchestrated with Docker Compose behind nginx.

Full-stack cafe management dashboard with AI-powered sales predictions, analytics, and real-time insights, built with Next.js 16, Prisma, and MySQL using LightGBM and ARIMA ML models, with a bilingual Arabic/English interface and a live Vercel deployment.

An offline, bilingual (English/Arabic) 3D anatomy viewer connecting supplied medical reports with educational anatomy, a bladder-wall cutaway, and CT-derived surfaces — with a guided tour, anatomical layers, and image export, hosted live on GitHub Pages.

Production mirror of the Madelene full-stack cafe operations, finance, and analytics platform: Next.js 16 + Prisma/MySQL with a fully local AI insights layer and self-hosted ML forecasting (TensorFlow, LightGBM, ARIMA), deployed behind Nginx with a PM2 cluster on a dedicated VPS.

ROS2-powered drone ground control system with live H.264 video streaming, 10 Hz telemetry, and MAVLink/MSP flight commands linking a PC ground station to an onboard Raspberry Pi.

Iraqi plate detection + OCR pipeline tuned and benchmarked for wide-angle/distant cameras: PlateReaderV2 adds size/aspect filters and IoU tracking to cut per-frame noise from ~293 detections to under 10, reaching 82-92% recall on labeled test sets.

RAG-based AI chatbot over Iraqi Official Gazette legal documents: hybrid semantic (multilingual-e5-large + Qdrant) and BM25 search with legal-structure-aware chunking, source citations on every answer, and a FastAPI + Streamlit Docker deployment.

Monorepo for the Iraqi license-plate + car Trust model stack that ran behind plate.algonest.tech: static frontend, Dockerized FastAPI v2 backend with a v3 hot-spare, a Streamlit WebRTC data collector, and the full training/research pipeline producing the deployed ONNX/PyTorch weights.

Bilingual (Arabic RTL) smart-parking management app in Next.js 16 + TypeScript: a live map of 100 spots across 2 floors with animated entry/exit gates, car-movement simulation, simulated license-plate recognition cameras, QR-code tickets, and financial reports; live on GitHub Pages and Vercel.

Single-process FastAPI service for live Iraqi plate reading on CPU: the browser streams camera frames over WebSocket into an OpenVINO YOLO detector + CRNN, with a RapidOCR second pass and per-character majority-vote fusion; ships systemd and nginx deploy configs.

Backend for the practical exam platform: Node.js/Express + PostgreSQL with JWT auth, spinning up an isolated per-student Docker container (sql-lab image) over WebSocket for hands-on SQL exams, with 30-minute session timeouts and a 50-session cap.

Dockerized QR and link management platform deployed at drhusam.istidrak.org, with an Express 5 backend using JWT auth, PostgreSQL via Knex (including a MongoDB migration path), QR generation, Swagger API docs, and a Jest test suite.

Full-stack QR code link management system (first-generation QRLinkHub) with JWT auth, click tracking, an admin dashboard, one-click social templates for 12 platforms, and locally processed AI suggestions — Node.js/Express/MongoDB backend with a React + Vite frontend, live on Vercel.

QR-based attendance tracking for Al-Mustafa University's AI Department: a FastAPI backend with an offline-ready web UI covering ultra-fast QR scanning with duplicate prevention, student ID-card generation, and a real-time analytics dashboard.

Node.js/Express backend for the student AI platform (deployed at law.hs-rp.com per the repo description): PostgreSQL, JWT auth, WebSocket support, file uploads, and programmatic Docker container management via dockerode.

Source code of the second-generation exam platform frontend, a React + Vite (JSX) project (~375 KB of JavaScript) superseding the built-assets-only V1 repo.

Academic PDF submission portal with a React/TypeScript frontend, Go (Gin + GORM) API, PostgreSQL storage, and Docker Compose deployment, featuring device fingerprinting and an admin dashboard.

Offline-first, Arabic-native RAG assistant over the Iraqi Official Gazette: hybrid BM25 + FAISS retrieval with cross-encoder reranking, local Qwen 2.5 7B (or Groq cloud tier), PDF/image upload with OCR, and FastAPI + Streamlit frontends.

Secure exam-answer access system pairing LaTeX-generated exam sheets carrying embedded QR codes with a Flask authentication server that verifies 77 registered students by ID.

Full-stack cafe operations, finance, and analytics platform (Next.js 16 + Prisma/MySQL) with a fully local AI-insights layer and locally trained ML forecasting (TensorFlow, LightGBM, ARIMA) — no external AI APIs.

A Python OCR pipeline combining a YOLO detector with Tesseract recognition, structured as a clean package (detector, preprocessor, OCR engine, text reader) with an HTML/JS web layer and a production module.

End-to-end Iraqi license-plate recognition stack (vehicles + faces + plates) with a YOLOv8 detector, a 3-engine OCR ensemble with per-character voting, a drag-and-drop web UI, and a CPU-only FastAPI/Docker deployment.

Cyberpunk-themed cybercafe menu web app with a bilingual (English/Arabic RTL) public menu and a password-protected admin dashboard, powered by a Go backend with a RESTful API, GORM/PostgreSQL integration, image uploads, and a customizable theme system.

Training materials for a prompt-engineering-for-teaching-and-research workshop delivered at Al-Shaab University: an interactive HTML showcase plus worked demo outputs for each prompt template (active-learning activities, Bloom-aligned assessment questions), in Arabic and English.

Private collaborative full-stack web platform with a Vue.js frontend and Go backend (plus TypeScript and PLpgSQL), organized as backend/frontend directories with dev and prod Docker Compose configurations; no README published.

Deploy snapshot of the Arabic RTL frontend for a first-year AI Engineering Technology student platform at Al-Mustafa University (built Vite bundle, previously served at law.hs-rp.com).

A single-file interactive web page ('AI Prompt Engineering — Interactive Showcase') built for the Al-Shaab University workshop, with a polished dark/light theme and Arabic/English typography.

A 110-question final exam bank (80 MCQ + 30 true/false) with instant grading for the Intro to Database SQL course, Cybersecurity Engineering at Al-Mustafa University, built as a single self-contained HTML page.

The built (production) frontend of an Al-Mustafa University practical exam platform, formerly deployed at ocr.istidrak.org, pairing with a dedicated exam-session backend API.

Node.js/Express backend API for Al-Mustafa University's grade management system, backed by PostgreSQL with JWT authentication and bcrypt password hashing.

Cyberpunk-themed cybercafe menu web app with a Go REST backend, bilingual English/Arabic RTL interface, and a password-protected admin dashboard for real-time menu management.

Private collaborative project-management system with a Vue.js frontend and Go backend, PLpgSQL database scripts, and Docker/Makefile tooling; the README contains only the project title.

Arabic-oriented smart customer relationship management system built with Next.js 16, React 19, TypeScript, and Tailwind CSS 4, with analytics charts rendered via Recharts.

A documentation-only repository holding a plain-language architecture brief for extending the Kabos system from one branch to two independent deployments on a single shared codebase.

React + Vite web app implementing a student grades entry form.

Empty private collaboration repository (0 KB, no files, no description), likely a placeholder for a cafe-related project.

Empty private collaboration repository (0 KB, no files, no description) apparently reserved for a QR-related project.

Empty private collaboration repository (0 KB, no files, no description) created under the Wathiqni project name.