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TamerOnLine/README.md

Tamer Online's Project Repository

Python License Build Status Issues Stars

A professional repository showcasing projects in Machine Learning, Data Analysis, MLOps, and Software Development.

👋 Hi there, I'm Tamer!

Tamer Online

I'm Tamer Hamad Faour, a software developer with expertise in machine learning, data analysis, and cloud technologies. I specialize in MLOps, Docker, CI/CD, and full-stack development. Passionate about chess, AI, and automation, I'm constantly exploring new technologies to optimize workflows and enhance AI capabilities.


🏆 Certifications

  • AI (KI) Development - Mystro GmbH
  • Google Analytics Certified
  • Generative AI for Educators Certificate - Google
  • Advanced Machine Learning - Kaggle
  • MLOps Fundamentals - Google Cloud
  • Deep Learning Specialization - Coursera
  • Data Science Professional Certificate - IBM
  • LangChain & LLM Development

💼 Skills and Technologies

🚀 Programming Languages

  • 🐍 Python (Advanced)
  • 📜 JavaScript
  • 🗃 SQL
  • 🔄 VBA (Access)

🔧 Tools & Technologies

  • 🖥️ Machine Learning & Deep Learning: PyTorch, TensorFlow, Scikit-learn
  • 🌍 MLOps & Cloud: Docker, CI/CD, MLflow, Hugging Face, LangChain
  • 🏗️ Web Development: FastAPI, Flask, Django, Streamlit
  • 🗃 Databases: MySQL, PostgreSQL, MongoDB
  • 📊 Data Science: Pandas, Numpy, Polars
  • 🔍 Analytics & Visualization: Power BI, Excel, Matplotlib, Seaborn

📚 Featured Projects

1️⃣ Image Classification using Transfer Learning

🔗 GitHub Repo
A deep learning model for image classification using pre-trained models like ResNet and VGG.

2️⃣ Streamlit-Docker Deployment

🔗 GitHub Repo
A fully containerized Streamlit app deployed using Docker for seamless MLOps integration.

3️⃣ LangChain-based AI Model

🔗 GitHub Repo
An AI-powered chatbot leveraging LangChain and LlamaIndex for context-aware responses.

4️⃣ German Learning AI Model

🔗 GitHub Repo
A smart AI-powered German language learning assistant.

5️⃣ AI-Powered Chess Analysis

🔗 GitHub Repo
A tool for analyzing chess PGN files using AI to suggest optimal moves and strategies.

🌍 Social & Professional Profiles

GitHub LinkedIn Kaggle Hugging Face YouTube

📫 Contact

🚀 GitHub Stats

GitHub Stats Top Langs GitHub Streak

🎯 Learning & Future Goals

  • DevOps & Infrastructure: Kubernetes, Terraform, AWS
  • Cybersecurity: Ethical hacking, penetration testing
  • Cloud Computing: Google Cloud, Microsoft Azure
  • Mobile Development: Flutter, React Native
  • Mentorship & Teaching: Helping beginners in AI & ML

🎯 Always eager to collaborate and contribute to open-source projects!

Pinned Loading

  1. AI-Sentiment-Classifier AI-Sentiment-Classifier Public

    A sentiment analysis system using LangChain and Ollama to classify text into positive, negative, or neutral sentiment."

    Jupyter Notebook

  2. sentence-embeddings-similarity-search sentence-embeddings-similarity-search Public

    Convert sentences to expressions and perform semantic search using Ollama and FAISS

    Jupyter Notebook 1

  3. AI-Financial-Analyst AI-Financial-Analyst Public

    AI-driven financial analyst system utilizing LangChain and Ollama for real-time stock analysis, market trends, and financial insights.

    Jupyter Notebook

  4. Classification-with-Transfer-Learning Classification-with-Transfer-Learning Public

    Image classification using transfer learning with VGG16 on the CIFAR-10 dataset, implemented with TensorFlow and Keras.

    Jupyter Notebook

  5. Smoker-Detector Smoker-Detector Public

    A machine learning project to predict smoking status based on health data, utilizing logistic regression and data preprocessing techniques.

    Jupyter Notebook

  6. FastAPI-Todo FastAPI-Todo Public

    A professional Todo management system built with FastAPI and SQLAlchemy, designed for efficient task organization and enhanced with modern API and database practices.

    Python