Mission: To enable data-driven decarbonization of electricity.As a member of the newly established Grid Forecasts team, I contribute to the development and deployment of a wide array of global forecasts, including renewable energy production, net flow exchange, and carbon intensity forecasts.• Enabled the automation of model retraining by utilizing Flex Templates to parameterize the training pipeline within Dataflow.• Led the engineering efforts for a project focused on… Show more Mission: To enable data-driven decarbonization of electricity.As a member of the newly established Grid Forecasts team, I contribute to the development and deployment of a wide array of global forecasts, including renewable energy production, net flow exchange, and carbon intensity forecasts.• Enabled the automation of model retraining by utilizing Flex Templates to parameterize the training pipeline within Dataflow.• Led the engineering efforts for a project focused on the comprehensive monitoring and evaluation of our forecasting system. Designed and implemented a custom alerting and monitoring solution using Grafana and Prometheus, and developed large-scale forecast analytics with Dataform and BigQuery. Show less

• Acted as the primary developer and product owner for several large internal R&D projects, including anomaly detection, quality monitoring, internal dashboards, and deep learning short-term forecasts.• Implemented internal tools to streamline model training in the cloud with AWS services EC2, ECR, Lambda using boto3 and AWS CLI in Python.• Led sprint planning sessions and contributed to the technical roadmap development in the R&D team.• Involved in day-to-day… Show more • Acted as the primary developer and product owner for several large internal R&D projects, including anomaly detection, quality monitoring, internal dashboards, and deep learning short-term forecasts.• Implemented internal tools to streamline model training in the cloud with AWS services EC2, ECR, Lambda using boto3 and AWS CLI in Python.• Led sprint planning sessions and contributed to the technical roadmap development in the R&D team.• Involved in day-to-day operational deliveries of forecasts for over 100GW wind and solar capacity and +10,000 assets globally, while maintaining close communication with clients and stakeholders to align on technical specifications. Show less

• Built and deployed a fully functional Python package on Azure DevOps. Gained experience with Git for version control and pipeline deployment to handle new releases.• Handled client data to recalibrate forecasting model.• Performed data analysis in Python to generate business insigths. Included data cleaning, data validation and modelling in Python using sklearn, pandas etc.

Atmospheric Modelling Team• Linux shell scripting for download of atmospheric data from The European Center of Medium Range Weather Forecast (ECMWF).• Set up automatic daily data download on a Linux server using Crontab.• Carried out spatial analysis of ECMWF data against observations and presented results and error metrics in R.• Delivered monthly insights of RMSE, MAE, R2 and visualizations for all compounds with available observations from arctic stations.

• Investigated and resolved incidents through hypercare and troubleshooting for all departments and employees• Assisted the IT manager in installation of company software for new personal IT-devices