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AmirHosseinSoleymani/README.md

Hi there 👋

I'm AmirHosseinSoleymani

🚀Machine Learning Practitioner & Developer

I am currently focused on learning and expanding my skills in Machine Learning and its various algorithms. I have hands-on experience working with a wide range of ML models, including regression, classification, and neural networks. I can train models for different use cases and build AI-powered solutions for websites and applications, such as recommendation systems and other intelligent services. I am open to collaborating with teams, startups, and students to create innovative and impactful projects.

🚀 Technologies & Skills


🧠 AI & Machine Learning Tools



🚀 Machine Learning Models

📊 Regression Models

🎯 Linear Regression • 🎯 Logistic Regression • 🎯 Multiple Regression
🌳 Decision Tree Regression • 🌲 Random Forest Regression
🔥 XGBoost • 🐱 CatBoost • 📏 Lasso/Ridge Regression


🎯 Classification Models

🌳 Decision Tree • 🚀 SVM • 🎯 Logistic Regression
👥 K-Nearest Neighbors • 🔗 Neural Networks
🌲 Random Forest • 🔥 XGBoost / CatBoost / GBR


🔍 Clustering Models

📌 K-Means • 🏗 Hierarchical Clustering
🟣 DBSCAN •


🧠 Deep Learning Models

🖼 CNN • 🔢 MLP



Here are some ideas to get you started:

  • 🔭 I’m currently working on ML Models
  • 🌱 I’m currently learning ML
  • 👯 I’m looking to collaborate on ML for App and Web and Uni
  • 🤔 I’m looking for help with ML
  • 💬 Ask me about ML , Python ,etc.
  • 📫 How to reach me: [email protected]

I am always open to collaborating on exciting projects involving AI systems. Let's connect and build something amazing!

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  1. LSTM-Predict-Google-Stock-Price LSTM-Predict-Google-Stock-Price Public

    This project uses an LSTM (Long Short-Term Memory) model to predict Google stock prices based on historical data. The model is trained using features like 'Open', 'Close', 'High', 'Low', and 'Volum…

    Jupyter Notebook 1

  2. Speech-Classification-CNN-8k-urbansound Speech-Classification-CNN-8k-urbansound Public

    This repository contains a Convolutional Neural Network (CNN) model for classifying urban sound events using the UrbanSound8K dataset. The model leverages deep learning techniques to accurately cat…

    Jupyter Notebook 2

  3. FraudDetectionERC20 FraudDetectionERC20 Public

    This repository contains an implementation of fraud detection on ERC20 token transactions using machine learning models such as CatBoost, Logistic Regression, Random Forest, and XGBoost. The goal i…

    Jupyter Notebook 1

  4. Text-Summarization-with-HuggingFace Text-Summarization-with-HuggingFace Public

    This repository demonstrates how to use Hugging Face Transformers for text summarization. We focus on two state-of-the-art models: BART (facebook/bart-large-cnn) T5 (t5-large) Both models are desig…

    Jupyter Notebook 1

  5. Pred-Developer-Salary-With-GBR-model- Pred-Developer-Salary-With-GBR-model- Public

    This project aims to predict the salary of developers using the Stack Overflow Developer Survey 2022 dataset. The prediction model is built using the Gradient Boosting Regressor (GBR) algorithm.

    Jupyter Notebook 2