Luciano Lorenti
Senior Data Scientist
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolLuciano Lorenti is a Senior Data Scientist based in Berlin with 11 years of experience applying machine learning and optimization across manufacturing, healthcare, urban planning and advertising. He designs end-to-end solutions—from ETL handling decades of historical data to deploying models and web interfaces—and has a track record of reducing downtime, cutting material waste, and boosting revenue. Notable projects include RUL prediction for aircraft components, a high-precision defect detection platform, reinforcement-learning HVAC control trained on digital twins, and agent-based automated scenario analysis for industrial twins. He blends research rigor (PhD work in unsupervised learning and spectral clustering) with product delivery, having improved CNC tool usage by 20% and deployed real-time IoT anomaly detectors. Comfortable engaging directly with clients and mentoring teams, he often bridges data science and software engineering to put models into production. A less obvious strength is his repeated use of synthetic data and digital twins to safely train and validate control and optimization systems before real-world rollout.
11 years of coding experience
10 years of employment as a software developer
Licenciado en Informática, Informática, 8.3, Licenciado en Informática, Informática, 8.3 at Facultad de Informática within Universidad Nacional de La Plata
Italian, English, Spanish
Stackoverflow
601reputation
55kreached
5answers
18questions
charts
top-5%
Github Skills (196)
topological-data-analysis10
markdown10
hierarchical-clustering10
pythonic10
science10
julia10
spectral10
spectral-clustering10
documentation-generator10
self-organizing-map10
machine-learning10
genetic-algorithm9
charts9
root-finding9
latex9
Programming languages (14)
Github contributions (5)
lucianolorenti/Temporis
Aug 2021 - Jun 2022
Time-series utilities for predictive maintenance
Contributions:2 releases, 1 PR, 106 pushes in 9 months
predictivetime-seriespredictive-maintenancemaintenance
lucianolorenti/GtkIDE.jl
Feb 2016 - Sep 2016
Contributions:81 pushes, 10 branches in 6 months
editorgtkide
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