Work
Projects
Quantitative finance, machine learning, and applied mathematics — built end to end.
01Machine Learning
LDA Topic Modeling Algorithm
Latent Dirichlet Allocation implemented from scratch via Gibbs Sampling with perplexity-optimized hyperparameter search.
PythonNumPypandasNLTK+2 more
02Machine Learning
Linear Regression from Scratch
Single and multivariable linear regression built from first principles using only NumPy.
PythonNumPy