Luke Engel
Machine Learning Research
- Role
- Honors Thesis at Unc Department Of Computer Science
- Location
- San Diego, CA, US
- LinkedIn followers
- 500 followers
About Luke Engel
Hi! I\'m Luke, a senior at UNC–Chapel Hill majoring in Computer Science with a…
Experience
Honors Thesis
Unc Department Of Computer Science
Aug 2025 — Present · Chapel Hill, NC, US
Developing a thesis in computer science mentored by Dr. Martin Styner and Dr. Aysenil Belger. We are working to classify/predict adolescent anxiety trajectories in the ABCD Study cohort (N>11k, multi-site) with deep learning.• Currently engineering ML pipeline in PyTorch and sklearn to predict anxiety trajectories from complex neuroimaging data • Designing the initial framework for a scalable and reproducible open-source Python framework for diverse research questions• Successfully implemented multimodal data preprocessing, merging, quality control, feature engineering, and site harmonization• Integrated dimensionality reduction via PCA/t-SNE to direct model development and research questions• Constructing predictive analyses by integrating Support Vector Machine and Multi-Layer Perceptron models
Education
The University of North Carolina at Chapel Hill
Bachelor of Science - BS, Neuroscience and Computer Science
2022 — 2026
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