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Abdallah Talal Abdallah Alja'Fari

an AI student as just university


Summary

⚡ TL;DR - 🧠 ML Engineer focused on RAG, Computer Vision, and Arabic NLP - ⚙️ Build and run AI systems locally (RTX 4050, no API reliance) - 🚀 Creator of TaLibAI — bilingual Arabic-English RAG for technical docs - 🏗️ Built and deployed full MLOps pipeline (Docker, CI/CD, Azure) - 🔬 Strong focus on model behavior, ablation studies, and real-world reliability ``bash ╔══════════════════════════════════════════════════════════════════╗ ║ DRAGOX7 SYSTEM — BOOT LOG v2026.04....

Skills

Jupyter NotebookPythonMATLABDockerAWS

Projects

chest-xray-mlopsJupyter Notebook · ★ 1

A Deep Learning application (DenseNet121) for detecting chest X-ray abnormalities. Built with PyTorch & FastAPI, containerized with Docker, and automatically deployed to Azure via GitHub Actions (CI/CD).

DRAGOX7
TaLibAIPython

TaLibAI: A Multilingual RAG Study Assistant for JUST University students, featuring local PDF/Image ingestion, FastAPI background processing, and Gemini/Ollama integration.

JorSenti-LoRAJupyter Notebook

End-to-end MLOps pipeline and NLP engine analyzing Levantine/Jordanian Arabic sentiment using a custom PEFT/LoRA architecture (MARBERTv2).

Night-Vision-Enhancement-Using-Retinex-and-Deep-LearningMATLAB

Low-light image enhancement using Retinex, CLAHE, and Deep Learning techniques.

GitHub

166 commits · 1 stars · 9 repositories

Links