Apart from my expertise in renewable energy (especially wind and solar), I have been shifting my attention to specialize in data analytics and machine learning in my professional career. On the other hand, thanks to the experiences I gained in academics, I have acquired skills such as project management, analytical decision making/thinking, time management, and being able to keep myself up to date in the fields I am interested in. The most current topics that I am interested in and working on are listed below.
- Wind speed/power forecasting by coupling dynamical (WRF) and machine learning models
- Gaining expertise on autonomous reporting with R Markdown
- Creating applications/dashboards with R Shiny to present the results of my studies
- Outlier/anomaly detection and missing data imputation
- Handling with time series data and forecasting
- Hyperparameter optimization techniques
- Mastering data visualization and tidying techniques