PhD/Quantitative researcher with expertise in empirical modeling to extract actionable insights from large datasets in retailing and streaming platform
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Bayesian Modeling and Probabilistic Programming in Python
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
Python package for the paper "Understanding Large-Scale Dynamic Purchase Behavior", forthcoming in Marketing Science