Istanbul, Türkiye
I am widely interested in data science, machine learning, deep learning and business analytics. Additionally, my research interests are agent-based simulations, network theory, deep learning and machine learning.
Computer Vision & NLP
Computer Vision Team
Chosen Projects: Product Unification Project: Deployment and modification of CNN models for image processing tasks and the word2vec models for unsupervised similarity search between products for the unification application on Python and integration with REST API via Flask. Incremental Cost Optimization- Design and implement ml model in order to optimize the allocation of ads budget subject to incremental cost. Website Sorting: Design ml/dl models in order to predict appropriate positions for the website components.
Chosen Projects: 2019- Design and implement data science/machine learning models for the purpose of promotion analytics, provide end-to-end integration with REST API calls. 2019- Product unification model project for e-commerce sites by image recognition with convolutional neural networks and by title classification with natural language processing
Advanced Analytics Chosen Projects: 2019- Product unification model project for e-commerce sites by image recognition with convolutional neural networks and by title classification with natural language processing. 2018 - Analysis of the effect of the Euro- Turkish Lira exchange rates on second-hand car sales. 2018 - Development of forecasting toolbox– Developed a web application with GUI for implementing forecasting methodologies to data and visualizing the results. 2018-Focus Group Optimization GUI design – Graphical user interface design and implementation of client- server connection for the optimization project.
IE305 - Simulation Course Description: Simulation Modeling and analysis of manufacturing and service systems; simulation modeling prospectives; discrete event and continuous simulation; simulation languages/ software; statistical aspects of simulation.
MATH203 - Introduction to Probability
Budget and Wage planning 2015-2016 Optimization of CRM staff number in department stores 2015-2016 Personnel of Consignment Firms Project (Boyner Büyük Mağazacılık A.Ş) Aim: To enhance performance of the sale consultants by improving their extra premium system
Budget and Wage planning