Welcome to my website 
This is the place where I publish my research and some of the projects I am working on. Occasionally, I also post tutorial and articles on ML and AI topics or recent research that I find fascinating.
Here are some directions on where to find what:
To kickstart the website, I am planning a major series on multimodal language models, curating the whole pipeline:
Stay tuned!
- Guglielmo
Categories: Blog
Tags: Prompt Engineering, o3-mini, Jekyll
How to use OpenAI o3-mini to one-shot build a compelling, modular and easy to use Portfolio layout with minimal html/CSS adjustment.
Categories: Blog
Tags: Prompt Engineering, Claude Artifacts, Data labelling
A reflection on using Claude Artifacts to generate custom tools in minutes, applied to the labeling of Tex Willer comics.
Tags: MLLM, Computer vision, NLP
Introducing the first project featuring multimodal language models and diffusion - overview.
Tags: MLLM, Computer vision, NLP
Introducing a series of blog posts on my new project: generating novel, fake comics resembling Tex Willer.
Categories: Blog, Coding, Tutorial
Tags: Bayesian CART, Tree models, MCMC
A tutorial on how to use the BayesCART package, applied to the CGM98 challenging yet simple example.
Tags: Bayesian CART, Python package development, Object oriented programming, Tree models, MCMC
Insights into the making of BayesCART packages: coding and optimization tricks to get the most out of your code.
Tags: Bayesian CART, Tree models, MCMC, Tempering
A detailed study of Bayesian extension of CART models, challenges in the posterior distribution exploration, and their solution.