I am Stefano, a passionate NLP Engineer, Craftsman, and Explorer ๐งญ.
Contributing to Haystack, the LLM orchestration Framework.
About Me โจ
๐ซ Structural Engineer turned Software Engineer with a passion for exploring the realms of Machine Learning and Natural Language Processing.
๐ Formerly at 01S for 5 years, I specialized in information extraction and retrieval from unstructured documents, making valuable information accessible to Italian citizens.
๐ Currently, I am proud to be part of deepset, contributing to Haystack, the open-source LLM Framework ๐๏ธ. I enjoy engaging with a vibrant community of users and contributors.
In my spare time:
- I often take meditative walks ๐ถ
- I dedicate myself to social volunteering โญ
- I am part of a theatre group, I read, I watch films... ๐จ
- ๐๏ธโ๏ธ Structured data extraction with Small Language Models (post + notebook)
- ๐ Introduction to mechanistic interpretability of LLMs (post)
- ๐ BM42: a new ranking algorithm for hybrid RAG (post + notebook)
- ๐ค yo-Llama ๐ฆ: altering the behavior of a LLM by amplifying a feature direction in the activation space (post + model + notebook)
- ๐ Creating adventures with local LLMs: llamafile + Character Codex (post + notebook)