Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Jose Garcia Ventura
Senior Data Scientist working on process and pricing optimization, causal inference, and physics-informed machine learning.
Posts
portfolio
Budget Allocation Project
Machine Learning project focusing on predicting the volume of hectoliters to be sold for different products over two horizon periods, and then optimizing the net revenue while minimizing the investment budget (discounts).
Vehicle accident prediction
Predict the frequency of vehicle accidents over time. 
pinnrl — PINNs + Reinforcement Learning for PDEs
My master’s thesis: a Python library that solves partial differential equations with Physics-Informed Neural Networks, using a Deep Q-Network agent to learn where to place collocation points. Published on PyPI as pinnrl.