Data & ML
PythonSQLPandasMachine LearningData AnalysisData VisualizationPostgreSQLPower BI
Berlin, Germany
Engineering roots.
Data-driven direction.
Data Science Master's Student
I combine an Electrical and Electronics Engineering background with current studies in data science. My focus is practical work across data analysis, machine learning, cloud data pipelines, automation and energy systems.
Profile · 02
About me
I am currently completing an M.Sc. in Data Science at the University of Europe for Applied Sciences. Before moving into data, I studied Electrical and Electronics Engineering at Bahçeşehir University.
I am especially interested in projects where analysis, automation and real-world technical systems work together. I learn quickly, value clear teamwork and enjoy turning complex processes into structured, useful solutions.
Turkish · NativeEnglish · C1German · A2
Tools & fields · 03
Skills
Cloud & workflow
AWSData EngineeringETL ConceptsCloud Data PipelinesGitHubJira
Engineering
SCADAPLC BasicsAutoCADMATLABProteusSolar EnergyTechnical Documentation
Selected work · 04
Projects
Concrete Crack Detection
Built and evaluated a custom CNN and a MobileNetV2 transfer-learning workflow for binary concrete crack detection. Used accuracy, loss, confusion matrices and Grad-CAM to compare performance and inspect model attention.
PythonTensorFlowCNNMobileNetV2Grad-CAM
AI Job Market Salary Prediction
Developed a reproducible regression workflow with imputation, one-hot encoding and scaling, then compared Linear Regression, Decision Tree and KNN models.
Pythonscikit-learnRegressionPreprocessing
Smart Office Security System
Collaborated in a six-person team on a smart surveillance system integrating YOLOv5 detection with ESP32 notifications. Contributed to integration, testing, error handling and documentation.
PythonYOLOv5ESP32UARTTelegram APISMTP
AWS Cloud Data Pipeline
Practiced ETL logic, S3-based storage, query workflows and cloud data-pipeline concepts through AWS Academy lab work.
AWSETLS3Cloud Pipelines
Professional exposure · 05
Experience
Jul — Sep 2024
Engineering Intern
Smart Solar Technologies · Istanbul
Supported automation and project-engineering work in solar energy projects. Gained hands-on exposure to SCADA, PLC fundamentals, AutoCAD, solar project planning, testing and troubleshooting.
- Built a PLC-based traffic-light automation simulation.
- Worked with technical documentation and industrial workflows.
- Observed solar project implementation through office and site work.
Academic background · 06
Education
M.Sc. Data Science
University of Europe for Applied Sciences
Berlin / Potsdam, GermanyB.Sc. Electrical & Electronics Engineering
Bahçeşehir University
Istanbul, TürkiyeContinued learning · 07
Certificates
Data Engineering
Graduate Training Badge · 2026
Cloud Data Pipeline Builder
Graduate Training Badge · 2026
Electric Industry Operations and Markets
Certificate · 2024
AI Summit 2024
Participation Certificate
Resume · 08
My experience, education and skills — in one concise document.
Professional contact · 09
Let's connect.
For working-student opportunities, collaborations or project discussions.
Beyond the portfolio
Travel, frames
& things I enjoy.
A personal archive of places, photographs and interests outside my professional work.
Travel · 01
Places I went to
World map
Choose a highlighted country to explore its regions.
Photo memory · 02
Moments from the road
A visual archive from the cities, streets and landscapes I have visited.
Hobbies · 03
Personal interests
Select a hobby to see its related photos and memories.