MarwanMashra

image-generation-for-AR

exploring AR application of image generation diffusion models

DeepQLearning-Hide-and-Seek

using a DQN to build an AI agent that plays hide and seek with a player

MarwanMashra

Marwan Mashra

MarwanMashra.github.io

My portfolio

Hadoop-MapReduce

Map/Reduce project with Hadoop

hyponymy_extraction

📰 Named entitity recognition (NER) and Entity linking (EL) on the dataset of Patents

signal-processing

Implementing several signal processing techniques for image and audio signal denoising

bias-mitigation-for-age-detection

An ML competition on CodaLab to estimate the age from images while mitigating the bias

Carbon-VisionnAIre

🎖️1st prize from TotalEnergies for Technical Excellence (the best score) during a Hackathon. It's an AI solution for detecting a car in an image and estimating its CO2 emission.

Count-min-sketch

An implementation of Count–min sketch in python.

Deep-Network

An implementation of a Deep Neural Network (MLP) without PyTorch. Implementing Backpropagation & momentum SGD optimizer

Generative-Models

Implementing several probabilistic generative models in pytorch

HouseRenew

rembg

Rembg is a tool to remove images background.

Sentiment_Analysis

NLP project: sentiment analysis for Amazon reviews with Bert

Twitter-Streaming-Data

Using Spark & Elasticsearch to process streaming data from the Twitter API

Variational-Autoencoder

Implementing a Variational Autoencoder with pytorch

Aerial_Challenge

Building a CNN with Tensorflow to solve Aerial Challenge, which is a multi-class geographic image classification challenge on CodaLab,

Audio-Declipping-with-Social-Sparsity

Implementation of the relaxed ISTA algoritm presented in the paper Audio Declipping with Social Sparsity

Compresseur_Huffman

Compresser et archiver un dossier en utilisant le codage de Huffman

Deep-Learning-for-NLP

deploy-LLM

Deploying Falcon 7B model locally

digital-albums

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

k8s-dra-driver

Dynamic Resource Allocation (DRA) for NVIDIA GPUs in Kubernetes

Projet_Labo_DataViz

Plateforme web interactive implémentant le concept de labo DataViz présenté par l’UQAC

Redis-TinyURL

URL shortener application made as a project for the Distributed Systems for Massive Data Management class

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

To-Be_Challenge

Using LGBMClassifier to solve To-Be Challenge, which is a machine learning challenge on CodaLab Platform that aims to adress the problems of medical imbalanced data classification.

Vocal_Assistant

An application for a smart vocal assistant developed in Python using Docker, TensorFlow, Flask