WORK EXPERIENCE
17/12/2018 – CURRENT – Istanbul, Turkey
Data Analyst/Scientist
SabancıDx
Participated in the data analytics team of 20+ people. Customers are helped by
providing data-oriented solutions to their problems.
Caner
Gündüz
◦ Product allocation problem was solved for cement industry.
◦ District level car insurance sales forecast project was made.
◦ An efficiency of 2-3% has been achieved in the cement sector, where
energy estimation and optimization will be realized.
Python, SQL, R, Qlik Sense, Power BI, Azure, SAS
DATE OF BIRTH:
26/10/1987
CONTACT
Nationality: Turkish
Gender: Male
Ferah Mah. Gunbatti Sok. No:
1/- Istanbul, Turkey-(-
05/01/2017 – 14/12/2020 – Bolu, Turkey
Quality Assurance Senior Specialist
Arçelik (Beko)
Working as a digital transformation responsible of the factory. Automatization of
reporting process for quality, production, production planning and HR teams. Team
member at the company's data analyst team.
◦ Creating elegant dashboards to help the company's decisions
◦ Descriptive Analytics and Reporting on Service Call Rates (SCR)
◦ Investigating changes on production by using statistical analyses such as
Chi-square, T-test, Regression, ANOVA.
◦ Achievement of decrease faulty product rate from 4% to 2.5%
QlikSense, MS Excel, VBA, Python, Power BI, Hypothesis Testing
02/01/2015 – 31/12/2016 – Istanbul
Business Intelligence Developer
Turk Telekom
Responsibility of sales department's reporting processes. Implement analytical
projects about the company's dealers.
◦ Administration of OBIEE
◦ Working on different databases such as Oracle, MS SQL and Teradata.
◦ Analytical projects such as sales forecast and segmentation of dealers
◦ Responsible for ETL jobs for sales data
◦ Building and analyzing dashboards and reports
◦ Responsible for data quality
SQL, PL/SQL, K-means
02/02/2012 – 31/12/2014 – Istanbul, Turkey
Storage System Specialist
Turk Telekom
Responsibility for data storage infrastructure of the company.
◦ Design, configure and deployment of SAN architecture
◦ Finding the best SAN infrastructure solution for company's needs
PROJECTS
01/2020 – 09/2020
Energy Optimization for Cement Production
Finding best production set values by using ML algorithms. Working on streaming
data. Using Azure technologies such as Stream Analytics, Function App, ML Service.
Deeply understanding production process.
05/2019 – 12/2019
Target Offer for Car Insurance
Define insurance sector potential using internal data and environmental effects.
Changing yearly targets according to segmentation. Using open source software
(R) in a SAS oriented environment.
07/2017 – 10/2017
Production KPI Dashboard
Creating interactive dashboard by using QlikSense. Analyzing quality, production
and HR data. Reporting epidemic or emerging failures of products.
02/2016 – 10/2016
Sales Forecast
Was responsible for coding of forecast method. Also, taking a role on decision of
forecast algorithm. Predict monthly forecast values by taking holidays and tariff
effects into consideration.
04/2016 – 12/2016
Dealer Segmentation
All dealers of Turk Telekom are divided nine classes. Classes are determined by
considering its performance and potential. These values are the bases for dealers’
activation and demographical statistics around 500m.
EDUCATION AND TRAINING
2011 – 2016 – Istanbul
MSc - Information and Communication Technologies
Bogazici University
2005 – 2010 – Istanbul, Turkey
BSc - Information and Communication Technologies
Yildiz Technical University
DIGITAL SKILLS
Python Qliksense SQL PL/SQL Power Bi Tableau R ScikitLearn Matplotlib Git Seaborn Machine Learning Pandas Numpy Data
Science Microsoft Azzure Pipelines
COURSES
Neural Networks and Deep Learning - deeplearning.ai
Applied Machine Learning in Python - Coursera
Create Interactive Dashboards with Streamlit and Python - Coursera
Data Analyst Nanodegree - Udacity
