Assoc. System Management Specialist
Turkish Technology
Mar 2026 — PresentTürkiye
- I build tools and manage processes for infrastructure and operations.
About me
MLOps Engineer & Cloud Enthusiast
I'm Berkay Şahin, an engineer focused on MLOps. I build and operate end-to-end ML pipelines, manage cloud infrastructure on AWS, and orchestrate workloads with Kubernetes — making AI systems reliable, scalable, and production-ready. IEEE Global member since 2019.
Career · work experience
Full-time
AI & MLOps Engineer
Raynet GmbH
Aug 2025 — Feb 2026Paderborn, Germany · Remote
- Built and deployed end-to-end ML/AI pipelines on Databricks
- Automated model deployment with GitLab CI/CD and Databricks Asset Bundles (DAB)
- Managed OAuth M2M authentication and Service Principal configurations for secure ML workloads
- Ran AWS cloud infrastructure for ML workloads — provisioning and cost optimization
- Managed Kubernetes clusters for ML workload orchestration and lifecycle
- Centralised log management with Grafana Loki and Promtail; Prometheus-based monitoring
AWSDatabricksMachine LearningGrafanaDockerLinuxMLOpsKubernetes
AI & MLOps Engineer
Raynet GmbH
Oct 2024 — Jul 2025Paderborn, Germany · Remote
- Contributed to ML pipeline development and cloud infrastructure management
- Supported deployment workflows and monitoring stack maintenance
AWSDatabricksDockerLinuxMLOps
Career Drive — Vitra Tiles Service Operations
Eczacıbaşı Topluluğu
Apr 2024 — Oct 2024On-site
- Cloud systems integration and server consolidation with cost analysis
- Digitalization of recruitment applications
- ISO 27001 & Deloitte audit process management
- Assessment of security vulnerabilities
Cloud ComputingPower BIFinancial Analysis
Machine Learning Researcher
GMZ Enerji
Oct 2023 — Jun 2024Eskişehir, Türkiye
- Optimized membrane usage in hydrogen fuel cells using ML techniques
- Applied supervised and unsupervised algorithms for predictive modeling
- Developed optimization strategies improving membrane efficiency and durability
PythonMachine LearningResearch
Software Engineer Intern
PTT AŞ
Aug 2023 — Sep 2023Ankara, Türkiye · On-site
- Contributed to courier distribution algorithms (TSP) using Java and Spring Boot
- Optimized delivery routes, improving efficiency and reducing costs
JavaSpring Boot
Leadership · volunteering
Aug 2025
NATO STO SAS-197 2025
NATO Science & Technology Organization (STO)
Summer School hosted by leading Turkish defence institutions (HAVELSAN, TÜBİTAK, ASELSAN). Cybersecurity, AI applications, drone integration, and simulation-based war games.
Jun 2024 — Jun 2025
Member of The Supervisory Board
IEEE Eskişehir Technical University Student Branch
Provided mentorship to the student branch's management board. Managed processes in collaboration with Cimsa.
Jun 2023 — Jun 2024
Chairperson of the Board
IEEE Eskişehir Technical University Student Branch
Led a team organizing events and workshops for 1000+ members. 16 events, 14 trainings, 4 technical trips, 2 summits. First internship agreement between Cimsa Cement and IEEE branch.
Jun 2022 — Jun 2023
Chair of Computer Society
IEEE Eskişehir Technical University Student Branch
Led training sessions on cybersecurity, Unity game development, and web design. Established game dev and cybersecurity teams, participated in CTF competitions.
Education
Eskişehir Technical University
Bachelor's Degree — Computer Engineering
2020 — 2025ProgrammingAWSMachine Learning
Brno University of Technology
Erasmus Exchange — Information Technology
2023IoTProgrammingNetworking
Licenses & certifications
AWS Certified Machine Learning
Amazon Web Services
Mar 2025AWS Introduction to Generative AI
Amazon Web Services
Mar 2025AWS Academy Cloud Foundations
Amazon Web Services
Jan 2024Eczacıbaşı TechYouth School
Eczacıbaşı Bilişim
2024