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
    Python 8 years
  • TensorFlow
    TensorFlow 6 years
  • Keras
    Keras 6 years
Other skills
  • PHP
    PHP 6 years
  • WordPress
    WordPress 6 years
  • NGINX
    NGINX 5 years
Ugur
Ugur D.

Turkey

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Selected experience

Employment

  • Lead ML Engineer

    Freelancer - 3 years 10 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 Python
    • TensorFlow TensorFlow
    • Keras Keras
    • PyTorch
    • OpenCV OpenCV
    • Data Science
    • AWS AWS
    • Azure Azure
    • PostgreSQL PostgreSQL
    • REST API REST API
    • SQLite SQLite
    • Flask Flask
    • Linux Linux
    • Kubernetes Kubernetes
    • Docker Docker
    • MongoDB MongoDB
    • Computer Vision
    • Machine Learning Machine Learning
    • Redis Redis
    • Jira Jira
    • FastAPI 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 Python
    • TensorFlow TensorFlow
    • Keras Keras
    • OpenCV OpenCV
    • Data Science
    • PostgreSQL PostgreSQL
    • REST API REST API
    • SQLite SQLite
    • Flask Flask
    • Linux Linux
    • Kubernetes Kubernetes
    • Docker Docker
    • NGINX NGINX
    • MongoDB MongoDB
    • Apache Kafka Apache Kafka
    • Computer Vision
    • Machine Learning Machine Learning
    • Oracle Oracle
    • MSSQL MSSQL
    • MySQL MySQL
    • Redis Redis
    • Jenkins Jenkins
    • FastAPI 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 PostgreSQL
    • REST API REST API
    • Flask Flask
    • Linux Linux
    • Shell Shell
    • Oracle Oracle
    • MSSQL MSSQL
    • MySQL MySQL

Education

  • MSc.Engineering Management

    Yildiz Technical University · 2022 - 2025

  • BSc.Computer Engineering

    Istanbul University · 2009 - 2014

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