Open to opportunities

Göker Güner

@gkergner

Message

Senior AI/ML engineer building production-scale LLM and deep learning systems.

Turkey

Message

What I'm looking for

I seek roles building production LLM and deep learning systems with strong MLOps practices, collaborative teams, and opportunities to scale models for B2B products.

I am a Senior AI/ML Engineer with hands-on experience designing and delivering production LLM and deep learning solutions for B2B customers. I specialize in text-to-image and text-to-text systems, primarily using the Gemini model family and Stable Diffusion for inference and production deployments.

I have built end-to-end finetuning and inference pipelines, configured CUDA drivers for diverse GPU accelerators, and developed scalable training/inference environments using modern deep learning frameworks. My work spans MLOps, Kubernetes, containerization, and cloud DevOps to ensure robust, repeatable workflows.

In previous roles I have driven ML software lifecycle activities—from design and development to deployment and maintenance—and collaborated closely with AI engineers and DevOps teams to formalize research directions and operational requirements. I have also led data teams and contributed to B2B products such as social media analysis tooling and monitoring systems.

I hold a Bachelor degree in Control and Automation Engineering and have completed professional ML and deep learning programs. I am committed to applying up-to-date LLM solutions to product-level problems and delivering reliable, scalable AI systems that meet customer needs.

Experience

Work history, roles, and key accomplishments

Current

Founder & Head of Information

Current

Turkish AI Community

Oct 2025 - Present (5 months)

Founded and led Türkiye's largest student-focused AI community, produced online AI content, organized physical events, and managed information and community growth.

Community Leadership Content Production Event Management Public Speaking Stakeholder Engagement Social Media

Senior AI/ML Engineer

RoofStacks

May 2025 - Jan 2026 (8 months)

Applied up-to-date LLM solutions to production B2B products, building text-to-image and text-to-text pipelines (primarily Gemini family) across domains like gaming and travel and improving deployment readiness for customers.

Large Language Models Python CUDA MLOps Containerization Deployment

AI Platform Engineer

Codeway Studios

May 2023 - May 2025 (2 years)

Developed finetuning and inference pipelines for diffusion and open-source text models, configured CUDA drivers and optimized GPU environments, and collaborated with AI and DevOps teams to enable large-scale training and inference.

MLOps Kubernetes CUDA Deep Learning Stable Diffusion Shell Scripting Linux CI CD

Data Team Lead

AlternaCX

Feb 2021 - May 2023 (2 years 3 months)

Led ML development for client projects including design, testing, deployment and maintenance of ML software and provided ML expertise across the project lifecycle.

Machine Learning Python Data Engineering Testing

Software Developer

Vircon Group

Jun 2019 - Feb 2021 (1 year 8 months)

Developed a B2B social media analysis tool (Albatros) using Python, Golang, Docker and databases to perform web scraping, data manipulation and monitoring of social content across platforms.

Python Golang Docker Web Scraping MongoDB Redis CI CD Monitoring

Deep Learning Intern

Miletos

Jul 2018 - Aug 2018 (1 month)

Completed a summer deep learning program, gained practical terminal and shell skills, and worked on assignments aligned with neural network concepts and tooling.

Deep Learning Shell Scripting Git Tmux Command Line Python