Nuri Özbey

Data Scientist
ML/AI Engineer
<code> I'm a data bender . </code>

About Me

I'm an enthusiastic data scientist with a theoretical background in machine learning algorithms. My career journey started with developing machine learning and artificial intelligence algorithms for image processing applications in biomedical and UAV systems. When I finished my undergraduate degree, I started working in a white goods factory that produces big data every second. Doing research and development works here has turned me into a data scientist. I love contributing others to develop open source applications. That's why designing algorithms that make things easier for others and contributing to other work around the world has allowed me to discover my passion for data science and artificial intelligence.

What I Do

Data Science

With using scientific methods, processes, algorithms and systems to extract knowledge and insights from noisy, structured and unstructured data.

Web Design

To present the web page contents consisting of images and texts to the visitors in an orderly manner by making a web site makes me happy.

Coding

Coding is a way of life for me. There is no software in the world that is not open to development. What could be more enjoyable than cooperating with others?

Education

Education is a lifelong process. I still continue to improve myself by training in the field of software and new AI/ML applications,. At the same time I teach coding with Python for beginners.

Used Platforms

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Fun Facts

Lines of Code

~100k

Working Hours

5,680

Team Works

55

Awards Won

5

Resume

Education

2018-2021
Eskisehir Osmangazi University

MSc Communications and Signal Processing

Dissertation Title: Image Processing Based Recognition of Facial Expressions.

2012-2018
Anadolu University

BSc Electrical and Electronics Engineering

Dissertation Title: Design And Implementation of Autonomous Unmanned Ground Vehicle(UGV).

Experience

2019 - Current
Arcelik A.Ş.

Specialist Software Engineer

  • Dealing with connected devices and creating Cloud-based algorithms on Amazon Web Services.
  • Scripts have been written that combine complex JSON files with Python and serve them with a web service to visualize data and report it to employees.
  • Performance Testing Time Decreasing with AI Decision making system to save energy. Explored ways to visualize and send a daily report of test results to team members using HTML, Javascript, and CSS.
  • Mainly focused on developing Machine learning models, Text Mining, Web Scraping, production deployment, testing, scaling and sustainable coding.
    • July 2018 - Sep 2018
    TUSAS - Turkish Aerospace

    Intern Engineer

    Within the scope of the Unmanned Aerial Vehicles and Technologies Project, published an international conference paper on Runway Detection During Landing..

    Aug 2017 - Sep 2017
    Huma Technology Inc.

    Intern Ui/Ux Designer

    Dealing with a Project related to Image Processing with a dedicated Drone. Developed a UI program and software about Building Control with Drone.

    June 2017 - July 2017
    Visea Innovative Information Technology Inc.

    Intern

    Worked as a Researcher on Pattern Recognition Techniques and Machine Learning algorithms. Published an international conference paper on Facial Expression Recognition.

    Coding Skills

    Python

    99%

    HTML/CSS

    80%

    JavaScript

    80%

    Django

    95%

    C/C++

    90%

    Java

    75%

    SQL

    90%

    Design Skills

    Algorithm Design

    99%

    UI/UX Design

    75%

    Web Design

    85%

    OOP Design

    90%

    Knowledges

    • Data Science
    • Machine Learning
    • Artificial Intelligence
    • Turkish NLP
    • Computer Vision
    • Database Management
    • AWS
    • Google Web Services
    • Marketing
    • Digital Design
    • Social Media
    • Time Management
    • Communication
    • Problem-Solving
    • Social Networking
    • Flexibility

    Publications

    1. N. Özbey and MB Gülmezoğlu, "New Geometric Based Features for Facial Expression Recognition," 2021 1st International Conference on Computing and Machine Intelligence (ICMI), Istanbul, 2021.
    2. I.Milci, N. Özbey and E. Corga, "Field Fault Analysis with Advanced Data Analysis and Life Test Time Simulation with Field Analysis" , Applied Reliability and Durability Conference, Ankara , 2020.
    3. N. Özbey, G.Erteği and A.Oner, "Runway Detection during Landing with Neural Network Based Image Processing", International Eurasian Conference on Science, Engineering and Technology , Ankara, 2018.
    4. N. Özbey and C. Topal, "Expression recognition with appearance-based features of facial landmarks," 2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir, 2018, pp. 1-4, doi: 10.1109/SIU.2018.8404541.

    Certificates

    Data Science on Google Cloud

    ID: 6FEZTXEKSAWK
    08 December 2021
    see credential

    The Elements of Data Science

    ID: ZScXZf1oG02tjShvDiiZyw2
    08 December 2021
    see credential

    Cyber Threat Hunting

    14 June 2020
    see credential

    AI For Everyone

    ID: S8728ZSPKN5J
    08 December 2021
    see credential

    Introduction to Big Data

    ID: W8963GLVP3JB
    29 June 2021
    see credential

    The 7 Habits of Highly Effective People

    08 December 2021
    FranklinCovey

    AWS Fundamentals Specialization

    ID: 5ASTEKUNSKHQ
    30 March 2021
    see credential

    Introduction to Data Science in Python

    ID: PJFSGFUSB5PC
    28 October 2020
    see credential

    Create Visualizations with Qlik Sense

    29 December 2019
    BI Technology Qlik Master Reseller

    Data Modeling for Qlik Sense

    08 December 2019
    BI Technology Qlik Master Reseller

    Machine Learning Security

    24 December 2021
    see credential

    Exploring the Machine Learning Toolset

    24 December 2021
    see credential

    Contact

    Eskişehir, Turkey

    [email protected]

    Feel free to contact me at anytime

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