Projects

Check out all my projects on my GitHub!

The projects on my website are only a few of the many projects I have worked on. Check out my GitHub for more!
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GDP and Carbon Emissions Reinforcement Learning

• Simulated government policy to reduce CO2 while optimizing GDP using reinforcement learning in OpenAI Gym. • Used linear and polynomial regression to predict CO2 and GDP growth with scikit-learn. • Found that GDP can stay positive long-term with the right CO2 policies, though at a reduced growth rate.
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A* Path Visualization

• Built an interactive visual of the A* pathfinding algorithm with real-time grid plotting. • Used priority queues to optimize search performance.
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Malaria Detection in Cells using CNNs

• Trained a CNN in TensorFlow to detect diseased cells using image classification. • Applied hyperparameter tuning and validation splits on hundreds of labeled images.
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