Machine Learning Engineer Hello! I'm Yousif El Debakiy, a Machine Learning Engineer specializing in building intelligent, data-driven solutions that solve real business problems. I help individuals, startups, and businesses transform their data into actionable insights and AI-powered applications. From cleaning messy datasets to deploying complete machine learning systems, I deliver reliable, scalable, and production-ready solutions. What I Can Do • Data Cleaning & Preprocessing • Exploratory Data Analysis (EDA) • Feature Engineering • Regression Models • Classification Models • Clustering • Natural Language Processing (NLP) • Computer Vision & Deep Learning • Hyperparameter Tuning • Model Evaluation & Optimization • Streamlit & Gradio Web Applications • API Integration • Dashboards & Data Visualization • Technical Documentation • Professional Presentations Technical Stack Python • Pandas • NumPy • Scikit-learn • TensorFlow • Keras • OpenCV • XGBoost • LightGBM • CatBoost • SQL • Git • GitHub • Streamlit • Gradio • Matplotlib • Seaborn Professional Experience I completed the Machine Learning for Data Analysis program at NTI and I'm currently a Machine Learning trainee in the Microsoft-powered DEPI initiative. I have successfully built several end-to-end AI projects, including: • Hotel Cancellation Prediction • Bank Marketing Prediction • Chest X-Ray Pneumonia Detection using Deep Learning • Multilingual Language Detection using NLP • Gym Management System Every project follows a complete workflow, including data preprocessing, feature engineering, model selection, hyperparameter tuning, evaluation, deployment, and documentation. Why Clients Choose Me ✔ Clean and maintainable code ✔ Business-oriented solutions, not just scripts ✔ High-quality deliverables ✔ Fast communication ✔ On-time delivery ✔ Well-documented projects ✔ Easy-to-understand code explanations ✔ Post-delivery support My workflow begins with understanding your business goals before writing a single line of code. I analyze the data, choose the most suitable algorithms, optimize model performance, evaluate the results, prepare clear documentation, and deliver a solution that is ready for future development. I'm committed to building AI solutions that are accurate, practical, scalable, and designed to create real value for your business.