Ugur D.
Machine Learning Engineer
Ugur is a dedicated Machine Learning Engineer with over a decade of valuable industry experience.
He possesses a wealth of practical knowledge across the complete spectrum of data science projects, adeptly managing tasks from data collection and annotation through modeling, training, fine-tuning, and deployment.
Furthermore, he is well-versed in the development and optimization of ML-backend systems, making him a versatile and capable professional in machine learning.
Main expertise
- Python 8 years
- TensorFlow 6 years
- Keras 6 years
Other skills
- PHP 6 years
- WordPress 6 years
- NGINX 5 years
Selected experience
Employment
Lead ML Engineer
Freelancer - 3 years 9 months
- Driving the roadmap for computer vision projects.
- Technical lead of the ML-powered data annotation platform & Scrum master.
- Applying active learning techniques to enhance image annotation capabilities.
- Designing and developing highly accurate ML models to address business needs.
- Implementing high-performance data processing pipelines.
- Leading the development of special ML projects.
Technologies:
- Technologies:
- Python
- TensorFlow
- Keras
- PyTorch
- OpenCV
- Data Science
- AWS
- Azure
- PostgreSQL
- REST API
- SQLite
- Flask
- Linux
- Kubernetes
- Docker
- MongoDB
- Computer Vision
- Machine Learning
- Redis
- Jira
- FastAPI
- MLOps
Associate Principal AI / ML Engineer
Turkcell - 2 years
- Applying machine learning techniques to solve critical business problems.
- Collaborating with data scientists and engineers to develop tailor-made AI solutions.
- Leading technical interviews.
- Published an academic paper in the area of hip fracture diagnosis.
- Achieved ₺2 million in savings using computer vision techniques in the fraud domain.
- Developed a novel emotion recognition model for an award-winning project.
Technologies:
- Technologies:
- Python
- TensorFlow
- Keras
- OpenCV
- Data Science
- PostgreSQL
- REST API
- SQLite
- Flask
- Linux
- Kubernetes
- Docker
- NGINX
- MongoDB
- Apache Kafka
- Computer Vision
- Machine Learning
- Oracle
- MSSQL
- MySQL
- Redis
- Jenkins
- FastAPI
- MLOps
Senior Monitoring & Automation Systems Engineer
Turkcell - 3 years
- Generating well-defined and documented standard processes for the enterprise.
- Scripting (Bash/Python/PowerShell).
- Developed an ML-powered event monitoring platform to reduce costs and improve monitoring quality.
- Developed a new ML solution to categorize event incidents, aiming to assist SOC teams automatically.
- Developed new dashboards that are still in use company-wide.
Technologies:
- Technologies:
- PostgreSQL
- REST API
- Flask
- Linux
- Shell
- Oracle
- MSSQL
- MySQL
Education
MSc.Engineering Management
Yildiz Technical University · 2022 - 2025
BSc.Computer Engineering
Istanbul University · 2009 - 2014
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