Istanbul, Türkiye
ARZUM -Participated in organizing supply chain data with SQL and visualizing it with Tableau. COCA COLA ICECEK -Data analysis was performed with supply chain data. -BigQuery was written using GCP to access the data. -Dashboards in Data Studio were migrated and new requests were visualized. -Participated to process of establishing Self Service and Enterprise reporting architecture. -Development of Power BI and Tableau for the Supply Chain.
-Time Series with Machine Learning Algorithms -Time Series in Statistical Aspect (ARMA, ARIMA, SARIMA) -Recommendation Systems -Natural Language Processing, NLP -Unsupervised Machine Learning (K-Means, PCA, Hierarchical Cluster Analysis) -House Price Prediction with ML -Boosting ML Algorithms such as XGBoost, LightGBM,CatBoost -Bagging Algortihms such as Random Forest -CART -Feature Engineering, Handling Missing Values, Outlier Detection, EDA -Amazon Reviews Sorting, Scoring -AB Testing -Association Rule Learning -CLTV, BG-NBD and Gamma Gamma Models -Regex -RFM -CRM