Data Analyst Path Mentor

• Jul 2022 - Present

Teaching Assistant

• May 2022 - Present

• Training 300+ participants in data science and machine learning•Code correction and process control in data science projects• Providing support in statistics, python, problem solving and code interpretation

Data Science And Machine Learning Bootcamp Participant

• Jan 2022 - Jun 2022

•PyCharm,Virtual Envs ,Dependency Management,Git•NumPy , Pandas•Customer Segmentation with Using RFM & K-Means Clustering •CLTV : BG-NBD and Gamma Gamma Models•Association Rule Learning(ARL)•Memory Based & Model Based Recommendation Systems •Data Manipulation•Data Visualization•Exploratory Data Analysis (EDA) & Data Processing• Feature Engineering & Extractions•Boosting ML Algorithms such as Gradient Boosting, XGBoost, LightGBM, CatBoost•Bagging Algorithms such as Random Forest•Unsupervised Machine Learning (K-Means, PCA, Hierarchical Cluster Analysis)•House Price Prediction with ML Models and Hyperparameter Optimization•Salary Prediction with ML Models and Hyperparameter Optimization•Telco Churn Prediction with Using Ensemble Learning•Time Series with Machine Learning Algorithms & Statistical Aspect (ARMA, ARIMA, SARIMA)•Script Level Machine Learning•Demand Forecasting with LightGBM Algorithm•A-B Testing •Amazon Reviews Sorting, Scoring•Natural Language Processing (NLP)•Sentiment Modeling for Amazon Reviews•SQL•Production Level Data Science •AWS Show less

Data Scientist

• Sep 2022 - May 2023

• Developing projects for smart transportation systems using internationally valid data •Organizing, analyzing and reporting the data of systems operating in 48 cities and 15 countries • Taking part in processes where optimization and agile systems are used • Developing projects for smart transportation systems using internationally valid data •Organizing, analyzing and reporting the data of systems operating in 48 cities and 15 countries • Taking part in processes where optimization and agile systems are used

ERP System Specialist

• Dec 2021 - Mar 2022

•Designing data processing solutions to improve ERP. •Analyzing ERP system problems reported by end-users. •Troubleshoot software and database problems. •Acting as a systems analyst to help identify user needs and improve data processing. •To design reports for users needs through SQL language and Microsoft Excel. •Designing data processing solutions to improve ERP. •Analyzing ERP system problems reported by end-users. •Troubleshoot software and database problems. •Acting as a systems analyst to help identify user needs and improve data processing. •To design reports for users needs through SQL language and Microsoft Excel.