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Hi there πŸ‘‹

I'm a data scientist with over 4 years of experience in the field. My expertise lies in using statistical analysis and machine learning techniques to solve complex business problems and drive data-driven decision making.

πŸ”­ Expertise

  • Python and R
  • Statistical analysis
  • Machine learning (supervised and unsupervised learning)
  • Deep learning
  • Natural Language Processing (NLP)
  • Data visualization and storytelling
  • Big Data processing and distributed computing frameworks (Hadoop, Spark)
  • Computer Vision

🌱 Projects

Here are some of my recent projects that showcase my skills and expertise:

Blood cell cancer detection With Deep Learning Models

Developed an advanced CNN-based model for highly accurate classification of normal blood cells. Achieved over 99% accuracy, ensuring precise identification across diverse cell types. Ideal for streamlined medical diagnostics and improved patient care. Check out the repository for more information.

Books Recommendation System

In this project, I developed a recommendation system for books using collaborative filtering and content-based filtering techniques. The system recommends books to users based on their reading history and preferences. Check out the repository for more information.

Stock Price Collection

This project collects historical stock price data from the Yahoo Finance website and stores it in a database for further analysis. The collected data can be used to train machine learning models for stock price prediction. Check out the repository for more information.

CIFAR-10 Image Classification

In this project, I built a deep learning model using Convolutional Neural Networks (CNNs) to classify images from the CIFAR-10 dataset. The model achieved an accuracy of over 90% on the test set. Check out the repository for more information.

Cat vs Dog Classifier

This project uses deep learning techniques to classify images of cats and dogs. I built a Convolutional Neural Network (CNN) model that achieved an accuracy of over 90% on the test set. Check out the repository for more information.

Customer Personality Analysis for Marketing

This project involves a detailed analysis of a company’s ideal customers using customer personality analysis. The analysis helps a business better understand its customers and modify its products according to the specific needs, behaviors, and concerns of different types of customers. The project demonstrates how customer personality analysis can be used to target specific customer segments for marketing purposes. Check out the repository for more information.

πŸ† Certifications

This certification program from LinkedIn covers essential skills and tools for a data scientist, including data analysis, machine learning, and data storytelling.

This certification program from LinkedIn and Microsoft covers fundamental data analysis concepts, including data visualization, statistical inference, and predictive modeling.

This certification program from LinkedIn provides comprehensive training on Microsoft SQL Server 2019, including database design, data manipulation, and data storage.

This certification program from Coursera provides an overview of AI and machine learning techniques, with a focus on using Microsoft Azure for AI development and deployment.

This certification program from Coursera covers best practices for deploying machine learning models into production, including monitoring, testing, and scaling.

πŸ“« Let's connect

I'm always looking to connect with other data scientists and professionals in the field. You can find me on LinkedIn or reach out to me via email.

Mahdi Navaei's Projects

arima-model-for-eur-jpy-exchange-rates icon arima-model-for-eur-jpy-exchange-rates

This repository contains a Python script that retrieves historical EUR/JPY exchange rates from the Twelve Data API and applies an ARIMA (Autoregressive Integrated Moving Average) model to predict future exchange rates.

blood-cell-cancer-detection icon blood-cell-cancer-detection

Project aimed at training a deep learning model using Convolutional Neural Networks (CNN) for high-accuracy (over 99%) blood cancer detection, utilizing a large dataset of blood cell images.

customer-marketing icon customer-marketing

Customer Personality Analysis is a detailed analysis of a company’s ideal customers. It helps a business to better understand its customers. It makes it easier for them to modify products according to the specific needs, behaviors, and concerns of different types of customers.

emotion-classification-with-cnn icon emotion-classification-with-cnn

This repository contains a deep learning project that focuses on emotion classification using Convolutional Neural Networks (CNNs). The goal of this project is to separate images into two distinct categories: "Sad" and "Happy" emotions.

google-scholar-scraper icon google-scholar-scraper

The Google Scholar Scraper is a Python program that allows users to extract articles from Google Scholar based on the provided title or keyword.

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