MACE
Multi-Agent Course Evaluator
An evidence-based decision-support system for university course evaluation using structured evidence, multi-agent modules, deterministic scoring, and human evaluator review.
- Multi-Agent Systems
- AI Evaluation
- LLMs
Work
Selected AI systems and applied research projects
A focused archive spanning multi-agent evaluation, Arabic news verification, learning analytics, multimodal retrieval, and data systems.
Haqiqa
Agentic Arabic News Verification
An Arabic news verification platform combining a multi-stage agentic workflow with web search, evidence ranking, semantic analysis, and evaluated machine-learning models.
- Arabic NLP
- Agentic AI
- Machine Learning
SkillMap AI
Student Support Prediction & Learning Analytics
A learning analytics pipeline and dashboard using ASSISTments data, leakage-safe historical features, LightGBM, and threshold tuning to identify targeted support needs.
- Machine Learning
- Learning Analytics
- LightGBM
04
InsightLens
Multimodal RAG for Document Exploration
A multimodal retrieval-augmented generation system for exploring document content through focused multimodal analysis, semantic retrieval, and an interactive exploration workflow.
- Multimodal AI
- RAG
- Semantic Retrieval
05
Dialysis Unit Records
Clinical Information System
A clinical information system for organizing and working with dialysis unit records through a focused FastAPI, React, and data systems application.
- FastAPI
- React
- Data Systems