Cem

108
reputation
11

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