Nathaniel Ribeiro
CS + Applied Math @ UVA | 4th Year Rodman Scholar
- Role
- Data Science Consultant at Acadia Wealth Advisors Aka Tell-Tale
- Location
- Charlottesville, VA, US
- LinkedIn followers
- 500 followers
About Nathaniel Ribeiro
Hi there! I\'m Nathaniel, a recent graduate from UVA where I majored in Computer Science…
Experience
Data Science Consultant
Acadia Wealth Advisors Aka Tell-Tale
Dec 2024 — Present · Charlottesville, VA, US
Trained lightweight and interpretable machine learning models for stock classification, achieving Dice score of 0.882• Calibrated tree-based models to reflect accurate probability estimates, improving classifier performance by 6.8%• Deployed trained model to production environment, outperforming previously used hand-tuned model• Conducted SHAP value and Pearson correlation analysis to provide business insights and prune redundant features• Curated internal reports for non-technical audiences at Acadia Wealth Advisors, distilling insights into digestible figures
Education
University of Virginia
Bachelor of Science - BS, Computer Science
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