Gökhan Dede
Munich,BY
Summary
Professional data scientist with strong background in statistical analysis, machine learning, and data visualization. Skilled in Python, SQL, and various data processing tools, with focus on delivering actionable insights. Known for collaborative approach, adaptability, and consistently achieving impactful results in dynamic environments. Recognized for problem-solving abilities and innovative thinking in leveraging data to drive business decisions.
Overview
11
11
years of professional experience
1
1
Certification
Work History
Data Scientist & ML Engineer
Freelance
01.2025 - Current
- Developing end-to-end ML-based web applications for public benefit
- Building interactive web apps for data analysis, visualization, and prediction
- Deploying ML models using Docker, FastAPI, Google Cloud, and Streamlit
- Managing data pipelines, preprocessing datasets, and optimizing performance
- Projects include: SolarGermany: AI-driven solar energy analysis & forecasting platform
- BrainMap: Web-based brain tumor detection system with CNNs & YOLOv8
Researcher
Politecnico di Milano
10.2019 - 06.2023
- Developed ML-aided generative design solutions for extreme environments
- Published 3 peer-reviewed articles on data-driven architectural methodologies
- Presented findings at international conferences and workshops
Data Collection and Image Labeling
MindEarth
01.2022 - 07.2022
- Conducted 150+ hours of urban data collection in using 360 cameras
- Supported AI-driven urban analysis for the Venice Biennale exhibition
- Conducted data labeling for AI modeling in fashion analysis
- Coordinated with project stakeholders to ensure data quality and accuracy
Architect
Maksem Construction, Iki Design Group, Istanbul Aydin University
06.2014 - 05.2018
- Site Architect, Maksem Construction
- Consultant Architect, Iki Design Group
- Project Architect, Istanbul Aydin University
Education
Vocational Training - Data Science And AI
Le Wagon
Munich12-2024
Ph.D. - Architecture, Built Environment, And Construction
Politecnico Di Milano
Milan06-2023
Master of Science - Construction Project Management
Mimar Sinan Fine Arts University
Istanbul09-2018
Bachelor of Science - Architecture
Izmir Institute of Technology
Izmir06-2014
Skills
- BI tools expertise
- Tableau
- Python programming
- Machine learning
- Deep learning
- Scikit-learn
- TensorFlow and Keras
- PyTorch
- Cloud computing (Google Cloud Platfom)
- Model deployment
- Docker
- FastAPI
- MLFlow
- Prefect
- Streamlit
- GitHub
- SQL databases
- Database management
- Data science research methods
- Statistical analysis
- Advanced data mining
- Data acquisitions
- Data wrangling
- Data visualization
- Feature engineering
- Data preprocessing and cleaning
- Data analytics
- Data-driven decision making
- Predictive modeling
- Image Processing
- Natural language processing
- Optimization techniques
- Time series analysis
- Computational design
- Continuous improvement
- Adaptability
- Project management
Accomplishments
- Achieved SolarGermany project by introducing an interactive web app for solar panel analysis, visualization and prediction tasks across Germany.
- Collaborated with team of five in the development of BrainMap.
- Achieved BrainMap project by completing a custom CNN model with 97% accuracy for brain tumor classification tasks, and fine-tuning a YOLOv8 model for brain tumor detection tasks via brain MRI scan images.
Certification
08/2024 - Telc Test Deutsch für Beruf B1 212.25 / 240 pts
03/2023 - IBM Data Science Professional Certification
Languages
English
Advanced (C1)
German
Intermediate (B1)
Turkish
Bilingual or Proficient (C2)
Timeline
Data Scientist & ML Engineer
Freelance
01.2025 - Current
Data Collection and Image Labeling
MindEarth
01.2022 - 07.2022
Researcher
Politecnico di Milano
10.2019 - 06.2023
Architect
Maksem Construction, Iki Design Group, Istanbul Aydin University
06.2014 - 05.2018
Vocational Training - Data Science And AI
Le Wagon
Ph.D. - Architecture, Built Environment, And Construction
Politecnico Di Milano
Master of Science - Construction Project Management
Mimar Sinan Fine Arts University
Bachelor of Science - Architecture
Izmir Institute of Technology
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