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OscarTMa/README.md

👋 Hi, I'm Oscar

Data Scientist | Python & SQL Expert | AWS Certified

🚀 About Me

I’m a passionate Data Scientist with a strong background in Python, SQL, and cloud technologies like AWS. I specialize in transforming raw data into actionable insights to solve complex business problems. My expertise includes:

  • Machine Learning and Data Analysis with Python libraries like Pandas, NumPy, Scikit-learn, and TensorFlow.
  • Building and optimizing SQL queries for large-scale databases.
  • Cloud services with AWS (EC2, S3, Lambda) for scalable data solutions.

🔧 Technologies & Tools

Here are the tools and technologies I work with:

Programming Cloud Data Analysis
Python 🐍 AWS ☁️ Pandas 📊
SQL S3 / EC2 NumPy 🔢
Bash Scripting Lambda Matplotlib 📈
Machine Learning Docker 🐳 Scikit-learn 🤖

📊 Projects

1. Exploratory Data Analysis (EDA) Bank Dataset

  • Description: Conducted in-depth EDA on banking data to uncover patterns and trends.
  • Technologies: Python, Pandas, Matplotlib, Seaborn
  • View Project

2. A/B Testing for Business Decisions

  • Description: Built a framework to evaluate business experiments using statistical A/B testing.
  • Technologies: Python, StatsModels, Matplotlib
  • View Project

3. Time Series Forecasting - Bitcoin Dataset

  • Description: Developed ARIMA and LSTM models to forecast Bitcoin prices.
  • Technologies: Python, StatsModels, TensorFlow, FastAPI, Docker
  • View Project

📫 How to Reach Me
📧 Email: oscartibaduiza@hotmail.com
💼 LinkedIn: linkedin.com/in/oscartibaduiza48412949
🐙 GitHub: github.com/OscarTMa

Python AWS

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  1. 04-Computer_Vision 04-Computer_Vision Public

    Jupyter Notebook

  2. bitcoin-time-series-analysis bitcoin-time-series-analysis Public

    Analyze and forecast Bitcoin prices using ARIMA/SARIMA, LSTM, and XGBoost. Develop a REST API for real-time predictions, containerized with Docker and orchestrated with Kubernetes for scalable clou…

    Jupyter Notebook

  3. Customer-Segmentation Customer-Segmentation Public

    Le clustering consiste à regrouper les données en clusters, où les objets d'un même groupe sont plus similaires entre eux qu'avec ceux des autres groupes.

    Jupyter Notebook

  4. DeepLearning DeepLearning Public

    This repository contains various Keras datasets commonly used in computer vision and machine learning tasks

    Jupyter Notebook

  5. Exploratory-Data-Analysis-Bank Exploratory-Data-Analysis-Bank Public

    Jupyter Notebook

  6. Image-Generation-Project Image-Generation-Project Public

    Man at Work ! Description: A project showcasing image generation using Fashion MNIST. Implements GAN, DCGAN, CycleGAN, Transfer Learning, and Fine Tuning. Features an API built with Flask/FastAPI, …

    Jupyter Notebook