Professional Summary
7+ years of experience in CI/CD automation, cloud infrastructure, LLM optimization, and AI model deployment. Specializing in building scalable AI/ML workflows, automating infrastructure, and optimizing cloud-based AI deployments.
Cloud Expertise
Extensive experience with AWS, GCP, and Azure cloud platforms, specializing in serverless architectures and containerized deployments.
AI/ML Deployment
Specialized in deploying and optimizing large language models with techniques like LoRA fine-tuning and quantization.
CI/CD Automation
Built and optimized CI/CD pipelines that reduced deployment times by up to 60% and improved code quality.
Kubernetes
Designed and managed Kubernetes clusters for high-availability deployments with auto-scaling capabilities.
Infrastructure as Code
Implemented IaC solutions using Terraform and other tools to create reproducible and scalable infrastructure.
Data Engineering
Built ETL pipelines and data processing systems for large-scale industrial and AI applications.
Professional Experience
Co-Founder
July 2024 – PresentPremium AI
Remote
- Enterprise AI model development (LLMs, RAG-based retrieval systems, optimized AI APIs)
- AI model deployment in GCP and Kubernetes for ultra-low latency inference
- Reduced deployment cycles by 60% with CI/CD processes
DevOps & MLOps Engineer
July 2023 – July 2024AI Planet
Remote
- Deployed GPT-4 and LLaMA models on Kubernetes and GCP with 10,000+ requests/second capacity
- Achieved 15% accuracy improvement in LLM optimization and RAG workflows
- Reduced model size by 40% using LoRA and 4-bit Quantization
- Implemented automated CI/CD processes with GitHub Actions and Jenkins, resulting in 40% faster deployments
AI & Software Engineer
May 2022 – June 2023EPİK ROBOTİK
Gaziantep, Turkey
- Developed autonomous navigation systems with 95% accuracy using OpenCV, ROS Noetic, and PyTorch
- Achieved 90% success rate in robotic command recognition using BERT-based NLP
- Reduced inference time by 30% with CUDA acceleration and model distillation
AI R&D Engineer
March 2021 - May 2022BOYAR KIMYA A.S
Turkey
- Built predictive maintenance models using ML & cloud-based AI APIs
- Designed ETL workflows to process large-scale industrial data
DevOps Engineer
2014 – 2020Freelancer.com
Remote
- Developed cloud-based applications with AWS Lambda, GCP Functions, and containerized Kubernetes deployments
- Optimized CI/CD processes with GitHub Actions and Jenkins, reducing software release time by 50%
- Developed e-commerce solutions with ERP integration (React, Node.js, PostgreSQL, Next.js)
Skills & Certifications
DevOps & CI/CD
Cloud & Infrastructure
MLOps & AI Deployment
Programming
Monitoring & Logging
LLM Optimization
Certifications
AWS Certified Solutions Architect – Associate
Google Cloud Professional Cloud Architect
Machine Learning Specialization (Coursera – Andrew Ng)
Terraform for DevOps Engineers (LinkedIn Learning)
Kubernetes Certified Administrator (CKA)
Deep Learning Specialization (Coursera)
Projects
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