Giacomo Leone
Senior Data Scientist
Milan, Lombardy, Italy
Summary
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Senior🎓
Top SchoolGiacomo Leone is a Senior Data Scientist based in Milan with a strong academic foundation—a PhD in Electrical Engineering from Politecnico di Milano—and a practical track record applying ML to prognostics and predictive maintenance across industry and insurance. He combines hands-on skills in ETL, model development, workflow scheduling and reporting with domain expertise in reliability and PHM, having led projects from microgrid experiments to enterprise predictive-maintenance deployments. At Generali he continues scaling data-driven solutions after previous roles at Leithà/Unipol and SORINT.tek, and his GitHub motto, “Learn more from less data,” reflects a pragmatic focus on efficient, high-signal modeling. Notably, his background spans both firmware/software engineering and lab-based experimental validation, giving him uncommon depth in bridging theoretical models and real-world systems.
4 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (PhD) Electrical Engineering, Doctor of Philosophy (PhD) Electrical Engineering at Politecnico di Milano
Italian, English
Github Skills (23)
speaker-diarization10
speech-to-text10
machine-translation10
speech-synthesis10
multimodal10
text-normalization10
large-language-models10
nmt10
deep-learning10
generative-ai10
speaker-recognition10
natural-language-processing10
asr10
conversational-ai10
text-processing10
Programming languages (1)
Github contributions (5)
GiacomoLeoneMaria/NeMo
Sep 2023 - May 2024
NeMo: a toolkit for conversational AI
Contributions:31 pushes, 4 branches in 7 months
GiacomoLeoneMaria/NeMo-text-processing
May 2023 - Nov 2024
NeMo text processing for ASR and TTS
Contributions:20 pushes, 4 branches in 1 year 6 months
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