Evan Petersen

About Me

I'm a third-year student at Cal State University of San Marcos studying computer science and data science with a focus on machine learning and deep learning. I'm passionate about using AI to solve real-world problems and currently building my skills through coursework and practical experience. My interests span from neural networks and computer vision to cloud deployment and MLOps. I am looking for opportunities to apply what I'm learning professionally and contribute to projects in the data science field.

Skills

Languages

• Python
• JavaScript
• CSS/HTML
• C++
• SQL

Developer Tools

• AWS
• Docker
• Jupyter Notebook
• VS Code
• Git/GitHub

Libraries/Frameworks

• Streamlit
• TensorFlow
• PyTorch
• Scikit-learn
• FastAPI
• Pandas
• NumPy
• Matplotlib

Projects

NIH Chest Disease Classifier

Deep learning model to detect 7 different chest diseases from X-ray images using 40,000+ patient scans, achieving strong accuracy while handling rare diseases that appear up to 21 times less frequently than common ones.

Turbofan Health Prediction

AI system to predict aircraft engine failures using NASA turbofan data from 14 sensors, achieving accurate predictions on thousands of test cases with real-time visualization and interactive deployment.

Stock Direction Forecaster

ML web app for stock price prediction using Python, Streamlit, Pandas, and Scikit-learn. Interactive charts and cloud deployment.

Certifications

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