Language Breakdown
Lines of code distribution across 17 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
18
PRs
0
Growth
+18%
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Coding Streak
Contribution activity over the past year
Top Repositories
Contextual linear bandit simulation for ad recommendation. Includes online logistic regression and Thompson Sampling with Laplace approximation, comparing learning efficiency, exploration–exploitation behavior, and profit across different feature dimensions and batch sizes.
Logistic and regularized regression applied to financial datasets, including S&P 500 direction prediction and credit-balance modeling. Uses multi-feature construction with Lasso, Ridge, and Elastic Net to control overfitting and achieve strong predictive performance.
implementation gradient descent Linear regression
Open Source Impact
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