Data Scientist
- Location
- Germany
- Rate, USD
- Not specified
- Work schedule
- Full Time, Part Time,
- Language skills
- English, German, Turkish
- Available for Hire
- Yes
About me
I thrive on solving complex problems and have a passion for developing innovative solutions that leverage data to drive decision-making. Throughout my career, I have gained extensive experience in implementing machine learning models and data pipelines, collaborating with cross-functional teams to enhance product offerings and user experiences. I am experienced in various programming languages and tools, including Python, SQL, and AWS, and I am always eager to learn new technologies and methodologies to stay at the forefront of the field. My goal is to contribute to impactful projects that harness the power of data to create value for organizations and their customers.
Professional area
Education
- 2016 MSc in Civil/Coastal Engineering @ Middle East Technical University
- 2013 BSc in Civil Engineering @ Middle East Technical University
Experience
- March 2025 - September 2025 Machine Learning Engineering Trainee @ DataScientest
Implemented an image classification pipeline using CNN; collaborated on combining text and image model outputs via soft voting for a multi-modal product classification model. Designed and implemented a FastAPI-based MCQ generation API with HTTP Basic authentication, supporting filtered question retrieval and admin-restricted question addition. Developed an automated test framework for a sentiment analysis API using Docker Compose to orchestrate test containers for authentication, authorization, and response validation. Built an automated ML pipeline for data collection, preprocessing, and model training using Bash, cron jobs, and Make file.
- June 2024 - February 2025 Data Scientist @ Blinkist/GO1
Improved real-time recommenders on AWS, enhancing user engagement by filtering out previously consumed and sensitive content. Upgraded the autoplay recommender to handle more inputs, optimizing relevance and personalization. Implemented a workflow leveraging OpenAI LLMs on Databricks to automate learning outcome generation, covering high-volume metadata gaps.
- June 2022 - June 2024 Data Analyst @ Blinkist
Conducted customer behavior analyses to support product teams, including predictive modeling to identify user actions that signal future engagement. Supported product managers in KPI selection and A/B testing, and developed dashboards to monitor key metrics.
- 2017 - 2021 Research Scientist @ Alfred Wegener Institute
Carried out Fortran based numerical model experiments using parallel computing tools on a high-performance computing system. Explored the data using Python to quantitatively describe different flow conditions in the ocean.
- 2015 - 2016 Project Assistant @ Middle East Technical University
Conducted disaster risk assessment and prepared analysis for various internationally collaborated research projects.
- 2013 - 2015 Civil Engineer @ Temelsu International Engineering Services
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