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Onur Sürhan

Data Scientist at Spyke Games
Intro Book
Seasoned data scientist with expertise in machine learning and deep learning.
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Location
Istanbul, Türkiye, TR
Languages
  • English Full professional proficiency
  • French Elementary proficiency
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Bio

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Onur Sürhan is a seasoned data scientist with expertise in machine learning, deep learning, and data analysis. He has worked as a researcher and data scientist in various industries, including healthcare and manufacturing. Onur holds a PhD in Biomedical Engineering from Boğaziçi University and has completed several certifications in machine learning and deep learning from Coursera.

Credentials

  • Deep Learning Specialization
    Coursera
    Nov, 2021
    - Apr, 2026
  • Machine Learning
    Coursera
    Nov, 2021
    - Apr, 2026
  • Machine Learning Engineering for Production (MLOps) Specialization
    Coursera
    Nov, 2021
    - Apr, 2026
  • Reinforcement Learning Specialization
    Coursera
    Oct, 2021
    - Apr, 2026
  • Introduction to Git and GitHub
    Coursera
    Sep, 2021
    - Apr, 2026
  • Getting Started with AWS Machine Learning
    Coursera
    May, 2021
    - Apr, 2026
  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
    Coursera
    Apr, 2021
    - Apr, 2026
  • Sample-based Learning Methods
    Coursera
    Apr, 2021
    - Apr, 2026
  • Structuring Machine Learning Projects
    Coursera
    Apr, 2021
    - Apr, 2026
  • Fundamentals of Reinforcement Learning
    Coursera
    Mar, 2021
    - Apr, 2026
  • Extreme Gradient Boosting with XGBoost
    DataCamp
    Jan, 2021
    - Apr, 2026
  • Machine Learning for Time Series Data in Python
    DataCamp
    Jan, 2021
    - Apr, 2026
  • Python Programming Track
    DataCamp
    Jan, 2021
    - Apr, 2026
  • Software Engineering for Data Scientists in Python
    DataCamp
    Jan, 2021
    - Apr, 2026
  • SQL Fundamentals Track
    DataCamp
    Jan, 2021
    - Apr, 2026
  • Data Analyst
    Workera
    Dec, 2020
    - Apr, 2026
  • Data Scientist
    Workera
    Dec, 2020
    - Apr, 2026
  • Deep Learning Engineer
    Workera
    Dec, 2020
    - Apr, 2026
  • Machine Learning Engineer
    Workera
    Dec, 2020
    - Apr, 2026
  • Neural Networks and Deep Learning
    Coursera
    Nov, 2020
    - Apr, 2026
  • Machine Learning Crash Course Mentorship Program
    Developer Ecosystem Programs
    May, 2020
    - Apr, 2026

Experience

  • Spyke Games
    • Data Scientist
      • Jan 2022 - Present

  • Hepsiburada
    • İstanbul, Türkiye
    • Data Scientist
      • Jul 2021 - Jan 2022
      • İstanbul, Türkiye

  • Boğaziçi University
    • Istanbul, Turkey
    • Research Assistant
      • Oct 2019 - Sep 2021
      • Istanbul, Turkey

      February 2020 - September 2021: Worked as a researcher on the subject of understanding the actuation mechanism of the muscles in the lower limb and their interrelations to perform locomotion. My purpose to be in this project is to have a wider understanding of the anatomical behavior of the muscular-skeletal system which in turn possibly allows replicating the complex system as a lower-limb prosthesis. My ultimate duty was to develop control algorithms utilizing traditional machine learning algorithms (tree-based and Bayesian) and to compare them with relatively modern algorithms. Non-normalized EMG data was aimed to be classified, to do so recurrent networks (esp. LSTMs) were used.October 2019 - February 2020: Worked as a researcher to classify the images with cancerous tissue in the digestive tract by using DL & ML techniques. I dealt with soft tissue deformation of the stomach and intestine and dealt with inverse kinematic calculations of the endoscopic capsule levitated magnetically. Also, I took part to complete experimental procedures and researching relevant materials in the literature.

  • Trendify Analytics
    • Istanbul, Turkey
    • Data Scientist
      • Oct 2020 - Jun 2021
      • Istanbul, Turkey

  • Adient
    • Cayirova, Kocaeli, Turkey
    • Research And Development Intern
      • Jun 2019 - Aug 2019
      • Cayirova, Kocaeli, Turkey

      I provided support to the R&D Managers in the project research and reporting. I received mentor support for my professional development. I presented a final presentation to the team and senior leaders to highlight my internship project and its impact on the current technology.

  • Honda Türkiye A.Ş.
    • Çayırova Mah., Kocaeli, Türkiye
    • Manufacturing Intern
      • Jun 2017 - Jul 2017
      • Çayırova Mah., Kocaeli, Türkiye

      I observed and organized the works in the production office and in the field.

Education

  • 2021 - 2025
    Boğaziçi University
    Doctor of Philosophy - PhD, Biomedical Engineering
  • 2019 - 2021
    Boğaziçi Üniversitesi
    Master of Science - MS, Biomedical Engineering
  • 2012 - 2019
    Boğaziçi Üniversitesi
    Bachelor of Engineering - BE, Mechanical Engineering
  • 2008 - 2012
    Bursa Anatolian High School
    High school degree, 88.77/100

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