Project and Seminar

• Comparison of IML mehtods - Master Thesis
  • Spatial and Random cross-validation with R, Dataset on Global Maize crop yield
  • Modeling with Random forests, Gradient boosting, and Linear model with R
  • Implementation of IML methods (Variable importance, PDP, and ALE plots) (Github Link on Request)
• Determining the best machine learning algorithm - Master Study Project
  • Determined the best machine learning algorithm by measuring R-squared and RMSE values with random cross-validation
• Biodegradation in anammox bacterial media - Voluntary project
  • Designed and maintained controlled laboratory conditions to cultivate anammox bacterial cultures
  • Monitored and analyzed the biodegradation process in the presence and absence of carbamapacipin
  • Collected data on biodegradation rates by using ?Spectroscopy?.
• Polymer composite preparation and characterization - Bachelor Thesis
  • ?Produced and characterized glass fiber and leather-split reinforced polymer composites