Tugba Oktar

- Search for data sets and word embeddings for French and Spanish Languages for Named Entity Recognition (NER) - Debugging the existing Deep NLP based code by Python, Keras

- Machine learning project is designed by Microsoft Azure Machine Learning Studio - Preprocessing data for a classification project using Python, Pandas, MsSql - Basic NLP techniques implemented for Turkish Company Names - Explored Clustering Algorithms with Scikit-Learn

- Experienced with many databases such as AS400, MsSql, Oracle, Netezza - Transformed data from main AS400 system to others by ETL using IBM DataStage tool - Making reports for business units on Oracle BI as well as the responsibility of the repository - Participated IIW DWH project which transform the existing reporting system into DWH according to IIW by using DataStage and Netezza

- Modeling tables with Erwin - Some improvements on the intranet request website by using C#

Attended all relevant courses with Machine Learning such as, Foundations of Data Analysis, Foundations of Data Engineering, Business Analytics, Machine Learning, Mining Massive Datasets, Deep Learning.

In addition to the my own courses, Statistical Data Analysis and Decision Making, Data Modelling and Relational Databases, Programming with PL/SQL, Information Systems Analysis and Design, attended regularly Big Data Department courses such as, Big Data Environment&Hadoop, Big Data Analytics.

In addition to math and engineering courses, took many programming courses such as programming algorithms with Java, Web Programming with Php, Database Management Systems with MSSQL as well as Discrete Mathematics and Data Structures