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I'm Selyami Durmush, an M.Sc. student in Electrical & Computer Engineering at RWTH Aachen University with a background in cloud systems, software engineering, and data analysis. I enjoy applying AI workflows and machine learning methods to practical optimization and engineering problems. I thrive in agile, collaborative environments and strive to transform complex data into actionable insights through scalable pipelines, ML models, and automation.…I'm Selyami Durmush, an M.Sc. student in Electrical & Computer Engineering at RWTH Aachen University with a background in cloud systems, software engineering, and data analysis. I enjoy applying AI workflows and machine learning methods to practical optimization and engineering problems. I thrive in agile, collaborative environments and strive to transform complex data into actionable insights through scalable pipelines, ML models, and automation.

Selyami Durmush

Data Scientist, AI Engineer, Cloud Developer, +2

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I'm Selyami Durmush, an M.Sc. student in Electrical & Computer Engineering at RWTH Aachen University with a background in cloud systems, software engineering, and data analysis. I enjoy applying AI workflows and machine learning methods to practical optimization and engineering problems. I thrive in agile, collaborative environments and strive to transform complex data into actionable insights through scalable pipelines, ML models, and automation.…I'm Selyami Durmush, an M.Sc. student in Electrical & Computer Engineering at RWTH Aachen University with a background in cloud systems, software engineering, and data analysis. I enjoy applying AI workflows and machine learning methods to practical optimization and engineering problems. I thrive in agile, collaborative environments and strive to transform complex data into actionable insights through scalable pipelines, ML models, and automation.

Available to hire

I’m Selyami Durmush, an M.Sc. student in Electrical & Computer Engineering at RWTH Aachen University with a background in cloud systems, software engineering, and data analysis. I enjoy applying AI workflows and machine learning methods to practical optimization and engineering problems.

I thrive in agile, collaborative environments and strive to transform complex data into actionable insights through scalable pipelines, ML models, and automation.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

German

Beginner

Turkish

Fluent

Work Experience

Software Engineer - Working Student (Global Cloud Centre of Excellence) at Signify (formerly Philips Lighting)

January 1, 2023 - Present

Architected a self-coding AI agent using Large Language Models and Retrieval-Augmented Generation to dynamically author and execute Python scripts auditing AWS infrastructure; led migration toward Interact City, a cloud-based IoT platform for connected lighting; designed scalable Python data-processing pipelines to analyze terabytes of Elasticsearch/Kibana logs; built automated data pipelines ingesting data from AWS ALB and developed visualization tools to derive actionable insights; leveraged AWS services to support cost optimization and monitoring.

Software Tester & Analyst at Maroteknoloji

May 1, 2021 - October 1, 2021

Consulted for İs Bank, collaborating with product owners, engineers, and end users to define functional/technical user stories, analyze requirements, and assess regulatory/payment system updates; documented defects and supported testing efforts to ensure quality.

Software Tester & Analyst at Yapı Kredi Technology

November 1, 2018 - October 1, 2020

Contributed to the migration of monolithic payment applications to a microservice architecture using Oracle PL/SQL; performed manual and automated testing (functional, integration, UAT); conducted API testing with Postman; collaborated with stakeholders to translate requirements into test plans and supported successful launches of microservices-driven payment products.

PMO Intern at MAN Bus & Truck SE

September 1, 2017 - December 1, 2017

Supported the Project Management Office in coordinating R&D and production projects; collaborated with cross-functional teams to ensure project alignment and prepared progress reports for engineers, team leads, and managers.

Automation & Manufacturing Analyst Intern at Ford Motor Company

June 1, 2017 - July 1, 2017

Analyzed automation systems used in manufacturing processes; collaborated with the F-MAX truck assembly team to identify improvements and support manufacturing engineering efforts.