Currently Senior DevOps / AI Engineer @ RDC Partner

Hi, I'm Yücel Fuat İpek

~$ Senior DevOps & AI Engineer_

I design and automate scalable cloud infrastructure and CI/CD pipelines — and now build AI-driven platforms with RAG, LLM workflows and MLOps.

Get in touch View my work

AWS Certified DevOps Engineer Pro

AI Platforms RAG · LLM · MLOps

0+ Years in Ops & DevOps

0 Companies

0 Certifications

0 Featured Projects

01 — About

DevOps, AI & Cloud Specialist

I am a DevOps Engineer with a strong background in cloud infrastructure, automation, and CI/CD pipelines, now focused on AI-driven platforms including RAG, LLM workflows, and MLOps.

With hands-on expertise in AWS, Kubernetes, Terraform, Docker, and GitLab CI/CD, I thrive in designing and optimizing scalable, high-performance systems.

Beyond engineering, my experience in public speaking, training, and technical support equips me with the skills to bridge the gap between technical solutions and business needs.

Cloud & IaC

CI/CD Pipelines

RAG & LLMs

Training & Speaking

yucel@portfolio: ~

$ whoami --verbose

locationEskisehir, Turkey
emailyucelfuat97@gmail.com
languagesEnglish (C1 · IELTS 7/9)
roleSenior DevOps / AI Engineer

02 — Skills

Technical Toolbox

Technologies I use to build, ship and run reliable systems.

Cloud & DevOps

AWS Google Cloud Terraform Docker Kubernetes CI/CD GitLab CI Jenkins Ansible SonarQube Azure DevOps AppCircle

AI & ML

Retrieval-Augmented Generation (RAG) AI Solutions Artificial Intelligence (AI) MLOps Large Language Models (LLM) Embedding Optimization Automation

Programming

Python Golang Bash SQL

Systems & Networking

Linux CentOS PostgreSQL Wireshark SIP VOIP TCP/IP GNS3

03 — Experience

Where I've Worked

Senior DevOps / AI Engineer

RDC Partner

01.03.2026 – Present
- Developing and supporting AI-driven solutions focused on Retrieval-Augmented Generation (RAG), document intelligence, and LLM-based workflows.
- Designing retrieval pipelines involving document ingestion, chunking, embeddings, vector indexing, and prompt orchestration.
- Improving embedding performance and retrieval accuracy through optimization of search relevance, context quality, and data preparation strategies.
- Contributing to MLOps integration efforts for deploying, managing, and operationalizing AI services in production environments.
- Managing containerized services with Docker to ensure portability, consistency, and efficient deployment of AI and backend components.
- Building and maintaining CI/CD processes in Azure DevOps for application and platform delivery.
- Supporting scalable and reliable infrastructure patterns for AI workloads and modern software systems.
- Automating operational tasks and deployment workflows to reduce manual effort and improve engineering efficiency.
- Collaborating with development and product teams to align DevOps practices with AI platform and solution requirements.
- Helping establish robust environments for AI applications with a focus on maintainability, performance, and operational stability.
RAGLLMMLOpsDockerAzure DevOps
Senior DevOps Engineer

Cloud4Next

07.04.2025 – 01.03.2026
- DevSecOps via SonarQube
- Server Management and Configuration with Ansible
- Cloud Cost Optimization
- Container Image Security via Trivy
- Scripting in Bash and Golang
- Linux System Administration
- Jenkins CI/CD Implementation and Maintenance
- Azure DevOps
- Monitoring via Prometheus and Grafana
AWS Certified DevOps Engineer

Heaptify London

11.12.2023 – 01.03.2025
- Monitoring Plugin Development for Linux Servers
- Server Management and Configuration with Ansible
- AWS Cost Optimization Strategies
- Service Management with Terraform (IAC)
- Scripting in Bash and Golang
- CI/CD Architecture Design and Implementation
- Gitlab CI/CD Implementation and Maintenance
Operation Engineer

ODINE — Department of Customer Assurance Service

04.07.2021 – 11.12.2023
- VOIP Network Design and Configuration
- Network Traffic analysis (L2-L3) and Routing Analysis
- VOIP PCAP Analysis and troubleshooting
- Network Troubleshooting, SIP Flow Sequence analyzing
- Customer Assurance and responding tickets 7/24/365
- Managing Redirect Servers, response analyzing
- Server Management on Linux OS
- PostgreSQL Server Management, SQL Language knowledge
- Network Design and Simulation (GNS3, Cisco Packet Tracer)
- Shell scripting and automating daily tasks