ciguaran / pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Carlos Iguaran

Computer scientist (MSc, University of Buenos Aires, 2017). 8+ years experience in the tech industry working on production-level software.

In recent years I've specialized in computational aspects of bayesian inference. BlackJax contributor BlackJax Paper and PR List.

I am interested in software engineering for scientific computing, the modelling of statistical problems as programs and the implementation of inference algorithms such as MCMC and SMC.

Currently working on applied problems on constrained optimization and optimal experimental design on top of bayesian models.

Previously:

• (In Spanish) El no tan secreto ingrediente para ML exitoso: ingeniería de software
• (In Spanish) Diseño óptimo de experimentos para un análisis racional de la selección de preguntas en humanos

📫 You can reach me at Mastodon