Kubilay ALICI
Istanbul,Türkiye
Summary
Detail-oriented and disciplined professional with a background in industrial engineering and over 10 years of experience in the Turkish Air Force. Currently pursuing a Master's degree in Data Science and Big Data at Yildiz Technical University, with a strong motivation to transition into data-driven roles. Gained international field experience through a six-month project in Jordan's FMCG sector, collecting operational data, auditing daily activities of sales teams, and creating weekly dashboards and Excel reports for sales and coupon distribution. Worked closely with the IT department to deliver structured data for analysis. Previously worked as a production engineer in a car radiator manufacturing plant in Ankara, monitoring adherence to production plans and contributing to method engineering projects. Combines strong analytical skills, technical knowledge (Python, machine learning, data visualization), and operational discipline. Eager to contribute to impactful data science projects in both industry and academia.
Overview
17
17
years of professional experience
1
1
Certification
Work History
Software Developer
Golive Software Company
08.2022 - 12.2022
- Developed web applications using Python and Django, focusing on data processing and optimization
- Collaborated in a team to create API integrations for a photo background removal project.
- Worked on data visualization projects, presenting actionable insights through interactive dashboards
Production Engineer
Yetsan Isı Dönüşüm A.Ş
05.2021 - 09.2021
- Monitored weekly production plans and ensured adherence to manufacturing schedules
- Involved in method engineering activities to improve production efficiency
Industrial Engineer
Zumot FMCG Company
12.2020 - 05.2021
- Weekly sales and coupon distribution reports created using Excel, and dashboards for tracking performance
- Collected and transmitted field sales data to IT department for analysis and optimization
- Supervised daily sales activities, ensuring compliance with set goals and company policies
NCO
Turkish Air Force
09.2005 - 08.2015
Education
Master of Science - Data Science and Big Data
Yıldız Technical University
Bachelor's Degree - Industrial Engineering
Yıldız Technical University
Skills
- Data Science & Analytics: Python, SQL, Pandas, Numpy
- Machine Learning: Regression, Classification, Clustering, XGBoost
- Feature Engineering & Data Preprocessing: Handling missing data, scaling, encoding
- Data Visualization: Matplotlib, Seaborn, Tableau
- Time Series Analysis: Forecasting, trend analysis
- Statistical Analysis: Hypothesis testing, A/B testing, statistical modeling
- Tools: Jupyter, VS Code, Git, Excel (Advanced), Power BI
Websites
Certification
- Machine Learning | Miuul | 2023-09
- Feature Engineering | Miuul | 2023-09
- Python Programming for Data Science | Miuul | 2023-08
- Introduction to Data Science and AI | Miuul | 2023-07
- Complete Data Science Bootcamp | Udemy | 2022-06
- Supervised Machine Learning: Regression & Classification | Coursera | 2022-06 - 2023-05
- Statistics for Data Science with Python | Coursera | 2022-06 - 2023-05
- Advanced Excel | Udemy | 2020-07
- SQL for Data Science | Miuul | 2023
- Time Series Analysis | Miuul | 2023
Languages
English: C1 (Advanced)
Timeline
Software Developer
Golive Software Company
08.2022 - 12.2022
Production Engineer
Yetsan Isı Dönüşüm A.Ş
05.2021 - 09.2021
Industrial Engineer
Zumot FMCG Company
12.2020 - 05.2021
NCO
Turkish Air Force
09.2005 - 08.2015
Bachelor's Degree - Industrial Engineering
Yıldız Technical University
Master of Science - Data Science and Big Data
Yıldız Technical University