I’m a Computer Science major and Data Science minor at the University of Virginia, passionate about developing innovative solutions using technology. My interests lie in machine learning, software development, natural language processing, and data-driven applications. With experience across various projects and research, I continuously seek to collaborate and grow within the tech space.

• Languages: Java, Python, C, Assembly, SQL, HTML, CSS, JavaScript
• Frameworks & Tools: TensorFlow, Keras, PyTorch, Spring Boot, Maven, Gradle
• Data Science & Visualization: Pandas, NumPy, Plotly, Seaborn, Sklearn
• Version Control: Git, GitHub
• Environments: Linux systems, Jupyter Notebooks, Matlab

Cyberbullying Detection System

• Developed a detection system leveraging Google BERT to classify online harassment based on categories like religion, gender, age, and ethnicity.
• Achieved 90% accuracy and improved precision and recall across categories.
• Implemented a preprocessing pipeline and optimized runtime using advanced regularization.

Job Matching with NLP

• Built a resume screening tool as part of the Deutsche Bank Hackathon.
• Integrated Stanford CoreNLP for keyword extraction and job recommendations.
• Used an SQL database with Spring Boot and ranked resumes using JavaScript-based scoring.

Neural Network Classification

• Constructed an AI model for classifying butterfly species using transfer learning.
• Achieved 99% training accuracy and 94% testing accuracy through model optimization.

Class Enrollment Platform

• Created a large-scale course review and enrollment platform using JavaFX, SQL, and Java.
• Implemented MVC architecture to ensure scalability and clean code separation.

• University of Virginia (2022 - 2026)

  • Bachelor of Science, Computer Science
  • Minor in Data Science
  • Dean’s List: Fall 2023, Spring 2024

• DIS, Copenhagen (Summer 2024)

  • Focus on Artificial Neural Networks and AI

• Portfolio: https://fionaswebsite.onrender.com
• Email: fiona.magee.va@gmail.com
• LinkedIn: Your LinkedIn Profile

Feel free to explore my repositories and projects, and reach out if you’d like to collaborate or chat about tech!