Dr. Peter Novak, PhD

About

Dr. Peter Novak is an energy data scientist specializing in AI-powered consumption analysis, tariff optimization, and machine learning applications for energy efficiency. He earned his PhD in Applied Mathematics and Data Science from Charles University in Prague, with a dissertation on time-series forecasting models for household energy consumption. Before joining EnergyVision, Dr. Novak spent six years at Siemens Energy developing predictive maintenance algorithms for smart grid infrastructure across 12 European countries. His machine learning models have been deployed in over 50,000 households, achieving 92% accuracy in predicting monthly consumption patterns. He has published 28 peer-reviewed papers on energy analytics and presented at IEEE Power & Energy Society conferences. Dr. Novak is passionate about making complex energy data accessible to ordinary households through intuitive AI-driven interfaces.

Credentials & Qualifications

• PhD in Applied Mathematics & Data Science, Charles University Prague
• Former Senior Data Scientist, Siemens Energy
• 28 peer-reviewed publications
• IEEE Power & Energy Society member
• 50,000+ household models deployed

Articles by Dr. Peter Novak