Pierpaolo Pantone
Backend Software Engineer at Nostos Genomics
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolPierpaolo Pantone is a Backend Software Engineer based in Berlin with 11 years of experience building production-grade services and shipping ML-enabled products. He blends deep Python backend expertise (FastAPI, Docker, AWS) with applied ML work—having led data transcription and sentiment/emotion recognition efforts using TensorFlow and PyTorch at i2x. As co-lead of backend at Grid Singularity and now engineering at Nostos Genomics, he focuses on scalable, modular architectures and operational deployments. He’s an active contributor to NLTK—refactoring sentiment analysis code to improve modularity and add preprocessing like username stripping—highlighting a practical interest in NLP tooling. His background uniquely combines an MSc in AI with early training in philosophy, which supports clear thinking about complex system trade-offs.
10 years of coding experience
6 years of employment as a software developer
Master of Science (MSc), Artificial Intelligence, with Distinction, Master of Science (MSc), Artificial Intelligence, with Distinction at The University of EdinburghFirst Level Master's degree, Information Technology, First Level Master's degree, Information Technology at Università degli Studi dell'AquilaBachelor's degree, Philosophy, 110/110 cum laude, Bachelor's degree, Philosophy, 110/110 cum laude at Università degli Studi 'Gabriele d'Annunzio' di Chieti
Italian, English, German
Github Skills (4)
sentiment-analysis10
nlp10
python10
machine-learning8
Programming languages (11)
Github contributions (5)
nltk/nltk
Jun 2015 - Apr 2020
NLTK Source
Role in this project:
Back-end Developer
Back-end DeveloperContributions:269 commits, 44 PRs, 3 pushes in 4 years 11 months
Contributions summary:Pierpaolo primarily refactored the `vader.py` file, which is part of the sentiment analysis module, to improve modularity. These refactorings involved breaking down large methods into smaller, more manageable functions and also added functionalities like word lengthening reduction. The user also added a new function that implemented the logic to strip username handles.
nlppythonmachine-learningnltknatural-language-processing
fievelk/nltk
Jun 2015 - Jun 2016
Contributions:86 pushes, 7 branches in 1 year
nlpnatural-language-processingmachine-learningnltk
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