Open to new opportunities

Hello, I'mAbdullah

Building Intelligent
Vision & ML Systems

A Computer Science student at Jordan University of Science & Technology (JUST) specializing in Machine Learning, Computer Vision, and MLOps. Passionate about taking complex models—from object detection to reinforcement learning—and deploying them into interactive, production-ready applications.

Tech Stack

PythonPyTorchFastAPIDockerAzureStreamlit

About Me

I am a Computer Science student at Jordan University of Science & Technology (JUST) specializing in building production-ready intelligent systems. I am passionate about the entire machine learning lifecycle—from the mathematical foundation of Deep Learning to architecting MLOps infrastructure.

"Failure never stopped my journey. It sharpened my thinking and discipline."
Abdullah AlJafari

In Computer Vision, I developed an automated Chest X-Ray diagnostic tool. In NLP, I fine-tuned AraBERT Transformers for Arabic sentiment analysis.

I focus heavily on **MLOps**—containerizing with Docker, building APIs with FastAPI, and automating deployments on Azure.

Python
PyTorch
FastAPI
Docker
Azure
Machine Learning
Computer Vision
MLOps
YOLOv8
Streamlit
React
Next.js
Git
Python
PyTorch
FastAPI
Docker
Azure
Machine Learning
Computer Vision
MLOps
YOLOv8
Streamlit
React
Next.js
Git
Python
PyTorch
FastAPI
Docker
Azure
Machine Learning
Computer Vision
MLOps
YOLOv8
Streamlit
React
Next.js
Git

Featured Projects

Chest X-Ray MLOps System

Chest X-Ray MLOps System

A deep learning application utilizing a DenseNet121 architecture to detect chest X-ray abnormalities. Built with PyTorch and FastAPI, containerized with Docker, and automatically deployed to Azure via GitHub Actions (CI/CD).

PyTorchFastAPIDockerAzureCI/CD
Talabat-reviews-arabert

Talabat-reviews-arabert

An end-to-end NLP pipeline that fine-tunes an AraBERT Transformer model to classify dialect-heavy Levantine Arabic food delivery reviews. Containerized and hosted live on Microsoft Azure App Service.

PythonPyTorchAraBERTDockerAzure
Night Vision Image Enhancement

Night Vision Image Enhancement

A computer vision project focused on low-light image enhancement. This pipeline combines traditional image processing algorithms like Retinex and CLAHE with modern Deep Learning techniques to restore visibility in dark environments.

PythonDeep LearningRetinexCLAHE
Wing Jump Arcade Game

Wing Jump Arcade Game

A feature-rich, 2D arcade game built entirely from scratch. Implemented core object-oriented programming principles to manage complex game states, collision detection physics, and a local two-player mode.

PythonPygameOOPGame Design

3D Donut Engine

A photorealistic 3D rendering project created to explore complex computer graphics concepts. Utilized advanced geometry nodes, procedural texturing algorithms, and particle systems optimized for the Cycles engine.

Blender 4.23D ModelingGeometry NodesCyclesReact Three FiberThree.jsMath
In Progress

Next-Gen AI Pipeline (In Progress)

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ResearchArchitectureComing Soon
Code Demo

Get In Touch

Currently open to internships and junior roles in AI, ML, and MLOps. Let's discuss how I can contribute to your team.