Luca Baggi
AI Engineer at xtream - Digital Products & AI Solutions
Lombardy, Italy
Summary
🤩
Rockstar🎓
Top SchoolLuca Baggi is an AI Engineer with six years of experience building production-grade ML systems, specializing in LLM orchestration, guardrails, and scalable microservices on Kubernetes. He blends research-minded evaluation of the latest LLM literature with practical engineering—designing token compression, adaptive batching with Ray/BentoML, and near-real-time data pipelines for business intelligence. A passionate educator and community builder, Luca teaches machine learning and statistics at the University of Milan, speaks at Python conferences across Europe, and helps organize monthly Python and PyData events in Milan. His background as an economics and finance reporter gives him a rare ability to translate complex technical ideas into clear narratives for both C-level and developer audiences. An active open-source maintainer and Polars advocate, he also hosts the AI Compass podcast to bridge practitioners and leaders in AI product design.
6 years of coding experience
2 years of employment as a software developer
University of MilanBachelor of Arts - BA, Philosophy, Bachelor of Arts - BA, Philosophy at Università degli Studi di BergamoErasmus+ Grant, Filosofia, Erasmus+ Grant, Filosofia at University of Paris I: Panthéon-Sorbonne
Italian, English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (200)
dataflow10
json-schema10
workspace10
datasets10
data-cleaning10
linter10
data-preprocessing10
progress-bar10
computer-vision10
arima10
data-science10
llama10
dirty-data10
static-code-analysis10
time-series10
Programming languages (24)
Github contributions (5)
baggiponte/dotfiles
Jul 2021 - Mar 2023
👾 My dotfiles: vimrc, zshrc...
Contributions:412 commits, 9 PRs, 589 pushes in 1 year 8 months
zshrcdotfileshomebrewvimrczsh
xtreamsrl/movies-buddy
Dec 2023 - Feb 2025
AI Assistant to pick your favourite movie - and didactic demo for RAG
Contributions:5 reviews, 22 PRs, 29 pushes in 1 year 1 month
aigenaipythonrag
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