I'M OGUZHAN

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About Me

Hello, this is Oguzhan!

I am a master's student who is currently in the research phase of his thesis toward facial image modification and synthesis through generative modeling. I am particulary interested in Generative Adversarial Networks in the vision domain, studying and trying to improve their application to the real-world problems. I find generative models quite promising due to their unlimited potential applications from generating personalized contents to simulation generation, where different learning models can be trained before they are exposed to the real-world data in critical applications like autonomous driving.

I am looking for positions in computer vision research areas, including but not restricted to simulation & content generation, action recognition & scene classification in videos, trajectory planning and object detection. If you think we can work together, please contact me at the Contact section or follow the link to my LinkedIn profile.

Education

M.Sc, Computer Science

Bilkent University

September 2018 - Present
Ankara, Turkey
  • Master studies focused on Computer Vision
  • Faculty Scholarship Awardee
  • Courses: Deep Learning, Machine Learning, Image Analysis, Pattern Recognition, Natural Language Processing, Applied Statistical Modeling and Data Analysis

B.Sc, Electrical Engineering & Informatics

Budapest University of Technology and Economics

September 2015 - June 2016
Budapest, Hungary
  • Erasmus scholarship programme
  • Studied abroad for a year during my Bachelor studies
  • Besides experiencing a different academic environment, I had a chance to travel in Europe and visited more than 10 countries

B.Sc, Electrical & Electronics Engineering

Marmara University

September 2014 - June 2018
Istanbul, Turkey
  • Graduated with honors degree, ranked in top 5 in the department
  • Complete English curriculum
  • Undergraduate Project: EEG Signal Classification
    • Classify hand movement patterns by evaluating evoked brain signals
    • 86% of classification accuracy, determining the left or right hand movement

Experience

Computer Vision Research Engineer

Ford Otosan

February 2021 - Present
Ankara, Turkey
  • Level-4 Autonomous Driving AI Team - METU Technopark
  • Research and develop advanced AI algorithms to solve perception, prediction and planning problems based on an enhanced sensor suite including LIDAR, Camera and Radar

Machine Learning Engineer

CERN ⁃ European Organization for Nuclear Research

June 2019 - June 2020
Geneva, Switzerland
  • Project: Detection of stuck jobs during data extraction processes at CERN's data warehouse using machine learning
    • Huge amount of data consisted of millions of entries
    • Challenging classification task to detect rare amount of stuck jobs (<0.0003%) among vast majority of healthy jobs
    • Real-time continuous learning and classification at production databases
  • Full-time contract concurrently with my master studies
  • Worked in a self-organizing agile team and got familiar with the agile development practices
  • Led a team of 3 in the innovation week where developers come up with any idea for potential improvements
    • Investigated clustering algorithms to parse log files to integrate them in Elastic Search
    • Presented the research results and proof of concept models to the department and managers
  • Experienced an immensely international working space

Part-Time Student Program

Bosch

May 2017 - July 2018
Bursa, Turkey
  • Worked at Bosch Turkey during the last year of my bachelor's studies
  • Designed and developed software for Precise Packaging, maximizing the package content accuracy for different customer orders. Around 50k car injectors are packaged daily
  • Implemented and debugged the Injector Back Traceability software on the assembly lines
  • Experienced large scale presentations, inter-departmental cooperation, and high-quality precision
  • Social activities within Bosch part-time student network

My Projects

Here you may find some of my work I've done during my master's classes. I explained my reasonings along with the code in dedicated Jupyter Notebooks, therefore you can have a picture of my approach against some specific problems.

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Contact Me