Social Anxiety Classification Models
Used RapidMiner to prepare a structured dataset and compare K-nearest neighbors, decision tree, and random forest classification models. Practiced cross-validation and model evaluation to compare results.
RapidMinerData preparationModel evaluation
Bicycle Startup Business Simulation
Analyzed demand and revenue information and developed pricing and marketing strategies in a competitive business simulation. The team achieved first-place revenue performance.
Business analysisRevenue strategy1st place
SAP Enterprise Systems
Completed hands-on ERP assignments using SAP Sales and Distribution (SD) and Materials Management (MM).
SAP SDSAP MM
Financial Performance Analysis
Reviewed financial statements, compared key ratios with industry benchmarks, and summarized observations about profitability and operational efficiency.
Financial analysisBusiness insights
Academic project summaries are provided here; no client engagement or commercial result is implied.