Freelance Data Analyst
CurrentAnalysis of the Quality of Energy Consumption Time Series for Non-Residential Urban Properties Located in FranceThe main activities and contributions included:* Preprocessing (cleaning/transformation), analysis, and visualization using AWS SageMaker.* Development of quality indicators for time series.* Identification of discrepancies between reconstructed time series and aggregated time series originating from diverse sources but having the same meaning.* Production and presentation of reports with observed results.* Suggestions for improvements in algorithms developed by the company.