Ahmet Taha Albayrak

Ahmet Taha Albayrak

ML Researcher

About Me

I am Ahmet Taha Albayrak, a Senior Machine Learning Reearcher at InterLabs Advanced Technologies.

Professional Experiences

  • Senior Machine Learning Researcher

    @InterLabs Advanced Technologies

    11/2021 - Current

    • Focused on developing machine learning algorithms for real-time applications, gaining experience in high-performance computing and data streaming technologies.
    • Collaborating with a team of data scientists and engineers, I design and implement models that can operate in real-time and adapt to changing conditions.
    • Conduct extensive data analysis and preprocessing to optimize model performance, and leverage techniques such as deep learning to achieve high accuracy and speed.
    • Develop strong understanding of machine learning, distributed computing, and real-time processing technologies

  • Computer Vision Engineer

    @TUBITAK Space Technologies Research Institute

    10/2018 - 11/2021

    • Implementing semantic search capabilities for images, video, and sound, as well as improving the indexing process to make it faster and more compact.
    • Helped to develop a system for monitoring the internet for relevant queries and supporting multimodal user queries.
    • Explored the use of distributed volunteer computing to enhance our system’s capabilities and published a paper.
    • Worked on developing machine learning algorithms, gaining experience with Python and popular libraries such as Scikit-learn and PyTorch, MXNet.
    • Collaborated with a team of data scientists and engineers to design, implement, and test various machine learning models, achieving high accuracy and performance.
    • Contributed to the development of a large-scale system utilizing microservices architecture and Docker, gaining experience with technologies such as Flask, Kafka, and Elasticsearch.
    • Worked with a team of developers to design, implement, and test microservices, ensuring seamless integration and efficient communication between services.
    • Utilized Docker to containerize and deploy services, simplifying the deployment process and improving scalability.
    • Developed and maintained automated testing and continuous integration and deployment pipelines to ensure robustness and reliability of the system.
    • Developed strong understanding of data science concepts, microservices architecture, containerization, and DevOps practices as well as software engineering principles and best practices.

Educations

  • Ph.D. Student

    10/2023 - 6/2029

    • Hacettepe University , Mechanical & Industrial Engineering department

  • Ms Student

    10/2019 - 6/2023

    • cGPA: 3.32/4.0
    • Middle East Technical University , Mechanical & Industrial Engineering department

  • Honored B.Sc with high distinction

    09/2013 - 10/2018

    • cGPA: 3.34/4.0
    • Bilkent University, Computer Science

Skills

Python, JAVA, Latex