abd-elr4hman

Config files for my GitHub profile.

backend-dev

car-crash-detection

computer-vision

data-science

Repository for DataScience projects.

deeplearning

Repository for deep-learning implementations.

dense-passage-retriever

depth_estimation

finetuning-serving-llama-3

Experiment with finetuning llama3 8b model on synthetic dataset created using gpt4-o, followed by a full deployment to both sync streaming endpoint with langserve and async endpoint with FastAPI.

games-renting-app

GameShare is a website that helps users rent their video games. Tools i used to build it include React, React-router, Vite, Bootstrap, Material UI and Firebase.this web app is inspired by the design here.

hub

Hub is an LMS platform, aims to help Educators, Teachers and Teaching service providers set up their platform, get up and running quickly with an LMS template.

leetcode

llm-api-server-sent-events

machine-learning-algorithms

Repository containing implementations of machine learning algorithms in python using only numpy and python built in libraries

mask-detection-training-and-deployment-on-aws

Mask detection using finetuned FasterRCNN with ResNet50 Deployed with Amazon SageMaker.

ml-training-pipeline

Orchestrate Machine learning training with AWS step-functions, SageMaker and MLflow.

movies-api

a RESTful API to create, read, update and delete data from a mysql database.

n8n-node

named-entity-recognition-api

a RESTful API to extract named entities (English) from text using bert-base-NER. Implemented with flask.

natural-language-processing-specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

newcrfs

nuclio

High-Performance Serverless event and data processing platform

pokeapi-graphql

a Graphql API that uses the RESTful Pokémon API as a data source.

processingjob

Data Processing repo, part of the ML-Training-Pipeline project.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

serverless-ml-course

Serverless ML Course for building AI-enabled Prediction Services from models and features

social-media-app

tensorflow_advance_techniques

deeplearning.ai Tensorflow advance techniques specialization

trainingjob

Training job repo, part of the ML-Training-Pipeline project

wandb-cicd