Name: Mohammadhossein (Mo) Malekpour
Type: User
Company: @dsg-polymtl @mila-iqia
Bio: MSc Student at Polytechnique Montréal & Mila (Quebec AI Institute), former Data Analyst at Divar
Location: Montréal, Canada
Blog: https://mh-malekpour.github.io
Mohammadhossein (Mo) Malekpour 's Projects
Sentiment analysis of microblog data flow.
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Cluster Benchmarking using EC2 Virtual Machines and Elastic Load Balancer (ELB)
Exploring customer conversion from liability to personal loan customers for a bank through EDA and classification modeling, using demographic and banking data to predict acceptance of personal loans.
Blockchain course project with hyperledger composer.
An NLP-based solution for detecting harassment in user chats, developed for the Divar platform's Health Hackathon.
R package for capturing and visualizing covid-19 data of Johns Hopkins University.
Database course homework and project.
Implementation of Differentiable Diffusion Probabilistic Models (DDPM) for image generation on the MNIST dataset using PyTorch.
Deploy Flask web apps with ML model inference in Docker containers on AWS EC2. Includes setup and scalable deployment instructions.
This project is my effort to learn Django.
A Flask-based mini-project for learning purposes, featuring the development of a blog application.
Crawl houzz.com data by scrapy.
Performing Human Activity Recognition using MLP and 1D CNN on accelerometer data to classify activities like Walking, Jogging, Sitting, etc.
Iran confirmed, recovered and deaths cases visualization with ggplot2.
personal academic website.
A research project analyzing and quantifying the resolution efforts of Self-Admitted Technical Debt (SATD) in Machine Learning (ML) projects.
This repository contains the materials and links for the Machine Learning (M.Sc) course, given on Fall 2021 at Amirkabir University of Technology. I am the teaching assistant of this course.
Arabic Named-entity recognition.
Email spam detection for the Persian language.
A REST API Web Directory using Flask.
Comparative analysis of RNN and Transformer models for sentiment analysis on Yelp Polarity dataset, incorporating LSTM, attention mechanisms, and LayerNorm.
Implementation of the SimCLR algorithm for contrastive learning of visual representations using PyTorch, with experiments on the STL-10 dataset.
CSP stands for Constraint Satisfaction Problem.
Advanced programming course project.
It is an adversarial search algorithm used commonly for machine playing of two-player games (Tic-tac-toe, Chess, Go, etc.)
This application is a Streamlit dashboard used to analyze sentiments of US Airlines tweets.