BackArtificial Intelligence Engineer
Socomec Group - Mar 2022 - Sep 2022
- Designed and implemented predictive maintenance models for uninterruptible power supplies (UPS) for Socomec, within an Industry 4.0 context
- Anticipated failures in critical infrastructures (data centers)
- Developed supervised and unsupervised Machine Learning models (LSTM, XGBoost, LightGBM, GAM, Deep Learning) applied to time series
- Enabled anomaly detection and prediction with accuracy reaching 95%
- Performed advanced statistical modeling, including machine output prediction and confidence intervals
- Developed two data analysis and visualization tools (Plotly), facilitating the interpretation of results by engineers and electricians