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حمزة قبادة (Hamza Gbada)

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  • 👨‍🦱 PhD Student (Deep Learning on Graphs and CV) @University of Sousse.

  • 🔭 I am currently working on OCR and Information Extraction.

  • 📚 Improving my skill in Graph Neural Networks (GNNs).

  • 💌 Open-Source projects.

  • شعر, تاريخ, أنساب, رياضيات (Poetry, history, Genealogy, Mathematics)

  • 📫 How to reach me: @LinkedIn

Tech stack 💻

Operating System:

Linux

Programming Languages:

Python Java Bash C

Librarys & Frameworks:

PyTorch scikit-learn Numpy Pandas Numba Spring FastAPI Flask DGL

Other Tools:

Docker nVIDIA IntelliJ IDEA PyCharm MongoDB Postgres Git GitHub Apache Maven

hamzagbada's Projects

backend icon backend

Spring boot CRUD (Create, Read, Update, Delete) example using PostgreSQL and JpaRepository

crud-demo icon crud-demo

The main idea is to develop an application explains CRUD operations using spring boot and MongoDB. In this app we are using MongoTemplate for built-in methods to do CRUD operations and Mongo queries.

dicompreprocess icon dicompreprocess

This project aims to develop a medical image processing library using a service-oriented architecture.

doctr icon doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

fedgraphnn icon fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

fedml icon fedml

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI

gcn-numpy icon gcn-numpy

An implementation from scratch of Graph Convolutional Networks (GCN) using Numpy

ivy icon ivy

The Unified AI Framework

java-lab icon java-lab

This repository contains the materials and instructions for the Java and Object-Oriented Programming lab conducted during the academic year 2023/2024 at the National Engineering School of Sousse.

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

ml-examples icon ml-examples

A concise implementation of some machine learning Algorithm from scratch (using Numpy) and a comparison with Scikit-learn implementation results

monitorram icon monitorram

Script to see the evolution of RAM in realtime.

neofetch icon neofetch

🖼️ A command-line system information tool written in bash 3.2+

weighted-graph-vrd icon weighted-graph-vrd

This repository contains the official implementation of the paper titled Multimodal weighted graph representation for information extraction from visually rich documents.

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