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Data Analysis and Regression Predictions with Python
Built a predictive model in Python to forecast residential home prices, applying machine learning with scikit-learn to solve a supervised regression problem.
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Exploratory Data Analysis and Classification Predictions with Python
Developed a predictive model to identify factors influencing survival during the Titanic disaster. This project involved a complete machine learning workflow, from data cleaning and feature engineering to fitting a classifier.
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Custom Reinforcement Learning Environments
Developed modular Gymnasium environments for training RL agents, integrating physics-based robotics simulations via PyBullet and ROS.
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Multi-Objective Optimization in Python
A collection of practical examples and visualizations demonstrating evolutionary algorithms, constraint handling, and Pareto front analysis using the PYMOO framework.
