Bengi Koseoglu

Worked on a predictive analytics project about estimating the technical R&D project costs and efforts for a pharmaceutical company: - Regularly participated in meetings with client to gather business and technical requirements - Prepared datasets to be used for predictions using SQL and Python - Predicted projects' monthly and life time costs using statistical and machine learning algorithms in Python - Calculated and compared several prediction interval approaches for specific machine learning model

Working with Prof. Dr. Paulheim, related with knowledge graphs, which includes evaluating the quality of word embeddings in 200 dimensional space using different metrics in R and Python.

-Prepared monthly and quarterly reports related with customer numbers and channel activity to Global and Turkey ING -Analysed habits of core customers and made on-demand analysis related with customers -Predictive modeling related work: predicting customers who are likely to get consumer loans, estimating the income of the customers -Prepared data to be used in customer campaigns -Business planning and UAT of Sprint deliverables related with customer database

-Created internal CRM & Data Mining glossary -Made ad hoc analyses using SAS Enterprise Guide -Google Adwords optimization -Made Market Basket Analysis -Prepared regular monthly analysis regarding retail customers

-Designed and created internal website -Analysis, testing and requirement gathering for the new ERP tool to be implemented -Provided support to the company's internal processes -Joined trainings and learned SAS

Project Management: -Collected project data of selected critical projects of Vodafone and made KPI analysis. -Developed improvement areas and actions in PMO processes to increase efficiency and effectiveness as well as customer satisfaction. -Analysis of Project Tracking Tool and related improvements in the tool to increase its usage in the company. Audit of Software Development Life Cycle: -Audit of SDLC process -Defined improvement areas

Provided support to the school for MIS conference by: designing the website, preparing presentation slides and gathering information related with schools.

Prepared a framework on Microsoft Excel in order to automate some HR processes, which involved the following activities: calculation of employee turnover, calculation related statistics and creation of executive HR reports.

Graduated on August 2016, as the third student of my class with the GPA of 3.80/4