Data Science Research Group (Politecnico di Milano) – 2017 December – …
- Analysing twitter data based on Brexit related tweets to predict the impact of people’s opinions to output of Brexit referendum. Use scraping techniques for collecting data, Python for text-analysis and building machine learning algorithms, and MongoDB for storing the data.
Smart Data Solutions (Vodafone) – 2017 June – 2017 November
- Making researches and implementations to provide learning capability for in-house developed chatbot product. My major interest area is Python, NLP and Word2Vectors.
Digital Marketing Solutions (Vodafone) – 2016 Sept – 2017 May
- Designed, implemented and managed the product named as AdGate and CVM Analytics products which are the core components of Vodafone Digital Marketing campaigns. They are integrated with outbound advertising channels, and provide continously segmented campaigns.
- Involved in the implementation of a Complex Event Processor to collect data continously from mobile devices and push personalized offers in the right time to the right person for upsell and add-ons.
Data Science Solutions (Vodafone) – 2014 – 2016
- Viral Churn Prediction
- Overlapping Community Detection
- Household Detection
- Geçen Senem (My Yearly Call Detail Record statistics)
Enterprise Solutions (Vodafone) – 2013-2014
- Development of M2M Connectivity web portal
- Implementation of API Exposure project
Startup – TOR Mobile Apps & Games -2011-2013
- Implementation of iOS applications (iPhone and iPad) of a popular TV series website (Objective-C)
Products Team – Management Consulting (Accenture) -2008-2011
- Migros – Supply Chain Project (Process Reengineering, Data Analytics)
- KordSA – HR Transformation Project (Process Reengineering)
- KordSA – Global Account Management Project (Process Reengineering)
- Vodafone – IT Transformation Project (Ceylan) (Project Management Office)
- Bravoo – After Sales Processes Project(Process Reengineering)
- Samsung – Sales Management Project(Process Reengineering)