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Bautistao2/README.md

👋 Welcome to my GitHub! I'm Ilyd!

I am a results-driven AI Specialist and Data Scientist with a solid foundation in data analysis and machine learning. With expertise in Python, data manipulation, and machine learning, I excel at uncovering insights and leveraging data-driven strategies to tackle complex business problems. Passionate about turning raw data into actionable intelligence, I am committed to staying at the forefront of AI innovation.

💡 Key Skills & Tools

  • Programming & Data Manipulation: Python, SQL, Git
  • Data Analysis: Microsoft Excel, Exploratory Data Analysis (EDA), Data Cleaning
  • Visualization & Dashboards: Power BI, Streamlit
  • Machine Learning: Concepts, Implementation, Model Optimization
  • Soft Skills: Problem-solving, Detail-oriented mindset, Collaboration

🚀 What You'll Find Here

On this GitHub, you'll discover:

  • Machine Learning Projects: Real-world applications and innovative solutions.
  • Data Visualization Dashboards: Interactive tools for storytelling with data.
  • End-to-End Projects: From data preprocessing to model deployment using tools like Streamlit.
  • Code & Resources: Designed to help solve real-world challenges using data and AI.

Feel free to explore, contribute, or connect with me for collaboration opportunities in AI and data science. Let’s transform data into actionable insights together!

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  1. Olympics2021-DataAnalysis Olympics2021-DataAnalysis Public

    Data analysis and visualization of the 2021 Tokyo Olympics dataset, including medal distribution, athlete performance, and insights by country and sport.

    Python 1

  2. Mall-Customers-Segmentation Mall-Customers-Segmentation Public

    Customer segmentation is crucial for various marketing strategies, as it allows for targeted approaches based on specific customer groups, enhancing precision and effectiveness in reaching the inte…

    Jupyter Notebook 2

  3. Employee-Promotion-Prediction-System.Data-Driven-Insights-for-HR-Decisions. Employee-Promotion-Prediction-System.Data-Driven-Insights-for-HR-Decisions. Public

    A robust machine learning solution to predict employee promotions. This project leverages data preprocessing, exploratory analysis, and machine learning techniques (including XGBoost and SMOTE) to …

    Python 1

  4. EDA-and-Predictor-for-Probability-of-Worker-termination- EDA-and-Predictor-for-Probability-of-Worker-termination- Public

    Based on employee data recorded during 16 years of activity, a company seeks to reduce turnover rate, absences, and employee dissatisfaction; and increase performance.

    Jupyter Notebook 1 1

  5. AI-Book-Recommender AI-Book-Recommender Public

    This repository contains a cutting-edge Deep Learning-based Book Recommendation System built using TensorFlow and Python. The project leverages user ratings from the Goodbooks-10k dataset to provid…

    Python