01/18/2023 updated

**** ******** ****
100 % available

PhD in Computer Science, Data Scientist

Istanbul, Turkey
Worldwide
University of Trento, Italy
Istanbul, Turkey
Worldwide
University of Trento, Italy

Profile attachments

CV - Didem Gündoğdu

Geographic Information SystemsArtificial IntelligenceData AnalysisMicrosoft AzureBig DataComplex NetworksDatabasesComputer EngineeringInformation EngineeringData VisualizationR (Programming Language)Google MapsPython (Programming Language)Machine LearningNatural Language ProcessingQuantum GIS (QGIS)Microsoft Power BISAP ImplementationScalaSalesforce TableauData ScienceData StrategyInformation TechnologyDatabricks
Artificial intelligence, AI, big data, Data Science, Complex networks, Computer Engineering, data analytics, Data Strategy, Data visualization, database, Databricks, Geographic Information Systems, Google Maps, data engineering, Computer Science, information technologies, machine learning, Microsoft Azure, Natural Language Processing, Power BI, PowerBI, Python, QGIS, R, SAP implementation, Scala, Tableau

Languages

GermanBasic knowledgeEnglishFluentItalianBasic knowledgeTurkishNative speaker

Project history

Data Scientist

Multinational Pharmaceutical Company (Confidential)

Pharmaceuticals & Medical Technology

>10.000 team member

Data cleaning, transformation and management in a multinational pharmaceutical company. The data is acquired from farms and used to build data models for the new data platform.

Marketing Analytics Consultant

IT Technologies (Confidential)

Internet & IT

>10.000 team member

The data strategies and alternative data sources are investigated and published for marketing mix models in developing countries.

Data Strategy Consultant

European Bank for Reconstruction and Development

Government and Public Services

500-1000 team member

Building data strategies for Istanbul Metropolitan Municipality for immigrants credit scoring through alternative data sources. The project has collaborated with Oxford University development centre professors. The report is delivered to EBRD (European Bank for Reconstruction and Development).

Part time faculty member at Bogazici University, Turkey @Computer Engineering department.

Lecturer of Computational Social Science course.

Senior Data Scientist

Kantar Regional Analytics
* End-to-end solution provided for a dynamic segmentation project for a financial institution using Microsoft
Azure Databricks, Scala, Python, PowerBI, and Tableau.
* Social media posts' marketing semantic/trend analytics using NLP (Natural Language Processing) topic
model with R programming language.
* Customer metadata unification in Customer Relationship Management database, using heuristic and
stochastic methods.
* Customer address metadata justification using Google Maps API.

Data Scientist

Samsung Electronics Benelux
* Responsible to deliver data insight tasks for the corporate marketing team as an on-site consultant.
* Working closely with product teams to build promotion redemption prediction model using state-of-art
machine learning techniques.
* Data preparation and harmonization from data providers to build marketing mix models (MMM).
* Design of social media marketing success prediction platform from previous brand posts, Google Vision
AI.

Research Assistant

Bruno Kessler Foundation
* Applying machine-learning techniques to Big Data (especially Call Detail Records) to understand human
behavior.

SAP Technical Consultant

* Involved in several national and international SAP implementation projects as SAP Technical Consultant.

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