Simone Francia

AI Engineer at Musixmatch

Casalgrande, Emilia-Romagna, Italy
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Summary

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Senior
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Top School
Simone Francia is an AI Engineer with 10 years of experience building and deploying production-ready machine learning and NLP systems, currently driving model development and inference pipelines at Musixmatch. He specializes in lyrics-focused NLP and deep learning models (BERT, ELMo, PyTorch/TensorFlow) and pairs research-oriented model work with robust MLOps—Kubernetes, Helm, Docker, and AWS/Azure services—to ship scalable inference containers. His background includes computer vision research for action classification and hands-on dataset creation, reflecting a pragmatic, learning-by-doing approach. Based in Emilia-Romagna, Italy, Simone blends academic computer engineering training with a strong operational mindset, favoring shipping working solutions over perfection.
code10 years of coding experience
job3 years of employment as a software developer
bookDipartimento di Ingegneria "Enzo Ferrari" Modena
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Stackoverflow

Stats
73reputation
119reached
0answers
2questions
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Github Skills (173)

transformers10
language-model10
python10
representations10
deep-learning10
speech10
location10
ctc10
transformer10
nlp10
natural-language-understanding10
tensorflow10
google10
natural-language-processing10
speech-to-text10

Programming languages (7)

TypeScriptJavaC++ShellRustJupyter NotebookPython

Github contributions (5)

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simonefrancia/SpaceJam

Mar 2019 - Dec 2020

Contributions:14 commits, 14 pushes, 1 branch in 1 year 9 months
musixmatchresearch/umberto

Jan 2020 - Mar 2020

UmBERTo: an Italian Language Model trained with Whole Word Masking.
Contributions:20 commits, 20 pushes, 8 comments in 1 month
nlplanguage-modelitalianbertitalian-language
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Simone Francia - AI Engineer at Musixmatch