Computer Engineering Department • September 2019
AI, Machine Learning, Pattern recognition, and NLP.
Bachelor's Degree in Computer Engineering • September 2015 - September 2018
GPA 3.5 / 4
The program consisted of the main fundamental about the Programming as a concept and Programming
Languages, besides an overview about hardware working principles and basics related to Networking.
I have completed the full 8 semester within only 3 years. During the 3 years I was onto improving
my skills especially in Database management and Artificial Intelligence.
Research And Development Engineer • Nov 2022 - Now
Developing tools for Sustainability experts and Innovation specialists using Elasticsearch, NLG techniques with state-of-the-art LLMs.
NLP Research Engineer • Sep 2021 - Oct 2022
In NLP Research Department (Petal Maps Project), ◦ Research and development of features for Maps NLP services, in Arabic and Turkish languages ◦ Working on optimizing the results of the information retrieval in the map search, using both traditional and state-of-the-art machine learning solutions according to the use. ◦ Conducting literature reviews related to the ongoing challenges in the product. ◦ Assisting the Senior and Principal researchers to analyze data, solve problems with the required materials. ◦ Participating in the initial prototype phase of new features to integrate with the live product; developing required process and procedures tooling of the preliminary evaluation process. ◦ Taking part in the local and global field-specific conferences. ◦ Collaborating with team members to overcome any technical or methodological problems in the product.
Data Engineer • Jan 2021 - Present
In Big Data department, responsible for:
Working in a data-oriented team that takes care of the data engineering part of SaaS leading
project in retail optimization industry.
Developing existing tools for common use in a backward compatible way.
Providing support for tools for data transfer and between pipeline modules and workflow
orchestration environment.
Communicating with other software teams.
Following agile rules to achieve the assigned tasks.
Participating in major PIPs and features discussing within big-data team and other software
teams.
Back-end Developer • Sep 2019 - Dec 2020
Backend developer, responsible for:
Software Engineer • June 2018 - Aug 2019
Together with the team, we shipped many E-commerce projects within the team. Dealed with legacy code, refactoring and fixing bugs.
Graduation Project • September 2017 - June 2018
The project was designed using face recognition techniques ++
1- Bayrak, G. and Issifu A., (2022) Domain-Adapted BERT-based models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis. In Proceedings of the Seventh Arabic Natural Language Processing Workshop (WANLP 2022) (Colocated with EMNLP 2022). Association for Computational Linguistics.
2- Akça, O., Bayrak, G., Issifu, A. M., & Ganіz, M. C. (2022, August). Traditional Machine Learning and Deep Learning-based Text Classification for Turkish Law Documents using Transformers and Domain Adaptation. In 2022 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) (pp. 1-6). IEEE.
3- Bayrak, G., Toprak, M. Ş., Ganiz, M. C., Kodaz, H., & Koç, U. (2022). Deep learning-based brain hemorrhage detection in ct reports. In Challenges of Trustable AI and Added-Value on Health (pp. 866-867). MIE Conference 2022 - IOS Press.
Abu-Dhabi UAE • Dec 2022
The 32nd Medical Informatics Europe Conference (MIE2022) • May 2022
Organized by The European Federation for Medical Informatics (EFMI) in Nice, France
Karabuk/Turkey • May 2018
Karabuk/Turkey • Oct 2017
The following list generally are the skills I consider myself good at: