Who is Emre Güleryüz? Overview
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Emre Güleryüz is listed as Data Science and Big Data Manager at FLO Group, based in Istanbul, Türkiye, Turkey. AeroLeads shows a matched LinkedIn profile for Emre Güleryüz.
Emre Güleryüz previously worked as Data Scientist at Flo Mağazacılık and Artificial Intelligence Team Leader at Protek Sağlık Bilişim A.Ş.. Emre Güleryüz holds Yüksek Lisans (Master), Elektrik Ve Elektronik Mühendisliği from Sakarya Üniversitesi.
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FLO Group
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Profile bio
About Emre Güleryüz
After completing my undergraduate education at Sakarya University, Department of Electrical and Electronics in 2016, I started my master's degree in Electronic Engineering at Sakarya University in the same year. For 3 years, I provided the planning and execution of 2 Tubitak projects (3001 – Initial R&D Project and 1001- Scientific and Technological Research Project).In 2020, I started as an Artificial Intelligence Engineer at Protek Health Informatics company. I was appointed as the leader of the Artificial Intelligence R&D team that we created in 2022. Since 2020, I have been involved in writing, planning, creation of work packages and work schedule, presentation, execution and reporting of 4 Tubitak (2 1507- KOBI R&D Startups and 2 1501- Industry R&D) and 2 Kosgeb R&D projects.In 2023, I actively participated in the creation, analysis, writing, planning, and execution of three different R&D technopark projects related to artificial intelligence at FLO Technology. The R&D studies conducted within the scope of these projects were published in the form of academic articles. Additionally, various artificial intelligence projects were carried out to meet different internal needs of the company.Competencies : Artificial Intelligence, Deep Learning, Image Processing, Machine Learning, Natural Language Processing, Data Science, Object Detection in Images, Segmentation and Classification, Audio-to-Text Conversion, Optimization Techniques, Text Classification and Meaning, Python, SQL, Flask, MLOps
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4 roles
Emre Güleryüz work experience
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Data Scientist
Current•Developing, improving, and creating training cycles for machine learning models on the Azure MLOps platform.•Creating and managing Azure DevOps Pipelines to automate CI/CD processes.•Utilizing Apache Spark and related big data technologies for processing and analyzing large datasets.•Using SQL and relational database management systems to perform big data operations and analyses.•Actively participating in all stages of R&D projects from inception to completion: ideation, project writing, planning, management, and development.
Aug 2023 - Present
Artificial Intelligence Team Leader
• Literature search of R&D projects, technical research, creation of business calendar and business plans• Determination of the technical infrastructure of the projects• Presentation of written R&D projects (Tübitak, Kosgeb, R&D Center etc.)• Management of R&D projects, distribution of work tasks and reporting• Calculating R&D periods and automating this process from end to end• Managing Data Analysis, Data Research, Data Acquisition and Backup Processes
Jan 2022 - Aug 2023
Artificial Intelligence Developer
• Python, Pytorch, Tensorflow, Opencv• Object detection in medical images (anatomical region, finding, etc.)• Instance and semantic Segmentation in medical images• Single and multiple classification, regression in medical images• GAN (Generative adversarial networks) training, modeling and use• OCR (Optical Character Recognition) training and modeling• Audio-to-text conversion data preparation, training and modeling• Text analysis with natural language processing• Finding and correcting typos with artificial intelligence• Semantic classification in the text• Working, cleaning and making sense of big data• Testing and integration of models• Docker to simulate the production environment of models• Creation of Flask APIs• SQL
Jan 2020 - Jan 2022
2 education records
Emre Güleryüz education
Yüksek Lisans (Master), Elektrik Ve Elektronik Mühendisliği
Lisans Derecesi, Elektrik Ve Elektronik Mühendisliği
FAQ
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What company does Emre Güleryüz work for?
Emre Güleryüz works for FLO Group.
What is Emre Güleryüz's role at FLO Group?
Emre Güleryüz is listed as Data Science and Big Data Manager at FLO Group.
Where is Emre Güleryüz based?
Emre Güleryüz is based in Istanbul, Türkiye, Turkey while working with FLO Group.
What companies has Emre Güleryüz worked for?
Emre Güleryüz has worked for Flo Group, Flo Mağazacılık, and Protek Sağlık Bilişim A.Ş..
How can I contact Emre Güleryüz?
You can use AeroLeads to view verified contact signals for Emre Güleryüz at FLO Group, including work email, phone, and LinkedIn data when available.
What schools did Emre Güleryüz attend?
Emre Güleryüz holds Yüksek Lisans (Master), Elektrik Ve Elektronik Mühendisliği from Sakarya Üniversitesi.
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