amindadgar Goto Github PK

followers: 57.0 following: 68.0 repos: 63.0 gists: 3.0

Name: Mohammad Amin Dadgar

Type: User

Company: TogetherCrew

Bio: Data Scientist at TogetherCrew

Twitter: mramin22

Blog: https://www.linkedin.com/in/mramin22/

Hi there 😃👋

I'm Amin, it's nice to meet you

Current Stats
- Data Scientist at TogetherCrew specializing in Large Language Models
Volunteer work
- Built Cassandra Group during Masters degree
- Aiming to share about AI staff
  - Web page: https://cass-ai.github.io/
  - Youtube page: https://www.youtube.com/@cassandraai
  - GitHub Page: https://github.com/cass-ai
  - Stats:
    1. Two phases of article reading were done with each having 5 meetings.
    2. A conference on 29th and 30th of May 2022 was taken place

My past research project highlights are:

explanations on xray images: https://github.com/amindadgar/xray-image-explanations
Adversarial Attacks: Adversarial attacks using image filters on DenseNet121 model (transfer learning was done). adversarial-attacks-on-image-filters
Evolutionary Computing: Optimizing different problems such as Vehicle Routing Problem (VRP), Neural Architecture Search (NAS) and Multi-Objective VRP using Evolutionary Strategies. implementation-of-exercises
Machine Learning: Analysing the dependency of fold accuracy and variances by re-implementing the article https://ieeexplore.ieee.org/abstract/document/8012491 as part of Machine-Learning Final Project course. codes: K-Fold-CV-Analysis
Fuzzy Systems: Implement different methods of fuzzy systems from scratch in the its course exercise: Fuzzy Systems
Neural Networks: Building an object detection Face Mask detection model, Using TensorFlow Object detection API.
Pattern Recognition: deploying Some types of Support Vector Machines model. (Medium Article Link: various types of SVMs, Codes are not public)
Bachelor's Project: Building a cloth classifier deep neural networks model using Keras API. (Codes are not publicly available)
Alexy Grigorev Zoomcamp midterm: Diabeties prediction System (Diabeties Prediction System)

Teck Stacks

The technologies that I'm familiar with:

Python (+ Test Driven Development)
PostgreSql, Neo4j, MongoDB databases
RabbitMQ
Apache Airflow
Docker
Flask
- Did some minimal projects with it, but it's really easy for me to learn more.
Latex
Git

📫 Here are some links to reach me:

💻 My GitHub Stats

A beautiful Qoute

After Everything, what is left is kindness, So don't hesitate to help others. 🙂

Mohammad Amin Dadgar's Projects

2-side-application

sample application for client and server

8-puzzle

8 Puzzle solving with ai android application. This Project was implemented For the "Artificial Intelligence" university course.

adversarial-attacks-using-image-filters

This repository is an implementation of https://link.springer.com/chapter/10.1007/978-3-030-72699-7_35 article. it uses evolutionary strategy (NSGA-II algorithm specificially) to configure image filters parameters in order to attack adversarially to a neural network.

ai-lecture-slides

Lecture slides for an AI course, based on slides by Poole & Mackworth

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

amindadgar

amindadgar.github.io

claculator

this is a calculator written with ply library python

classify-dataset-folder

This is a subproject for https://github.com/amindadgar/cloth-classification

coding-guide

cooking-problem-fuzzy-systems

This is a sample fuzzy systems for a food cooking problem. The article is written in https://tealfeed.com/artificial-intelligence-using-fuzzy-systems-am2lq

customer-churn-app

This is my first app created to predict customer churn. (Using ML Logistic Regression model)

data-visualization

This repository is a hands-on practice for Data visualization and Analytics for world happiness report dataset in 2021.

dependency-analysis-kfoldcrossvalidation

This repository is for Machine Learning final project. The implementation of https://ieeexplore.ieee.org/abstract/document/8012491 has been done.

esp32-cam-arduino-ide

Try All Our ESP32-CAM Projects »

evolutionary-computing

Evolutionary-Computing course exercises and notes.

evolutionary-computing-review

This repository is made to save my written summary of evolutionary computing course instructed by Dr. Hossein Karshenas at Isfahan University.

example-cnn-project

A simple project showing how to create a deep neural networks for images using CNN algorithm.

flask-appbuilder

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

instafilter

Instagram-like filters with deep learning

join-optimizer

this project will find the best sort of SQL join statement and calculate the cost of SQL join. This is made for the university "Database Implementation" Course.