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Jonathan Anton Goorin

@jonathanantongoorin

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Senior AI Developer and MLOps engineer building end-to-end GenAI media platforms.

Israel

Message

What I'm looking for

I’m looking to own end-to-end production GenAI platforms—LLM/RAG apps plus GPU-backed infrastructure on AWS/Kubernetes—so teams can ship multimodal image/video systems reliably, with strong MLOps, CI/CD, and platform engineering.

I build and ship production GenAI systems—from LLM/RAG applications to image and video generation and ComfyUI pipelines—owning the full delivery loop. My focus is multimodal generation plus platform ownership end to end, backed by engineering practices that keep deployments reliable.

Most recently, I led end-to-end delivery of a production GenAI media platform for internal creative teams. I integrated multi-provider generation APIs and in-house ComfyUI GPU cloud on Kubernetes, and built an enterprise platform app in FastAPI/React with assets, RBAC, budgets, and internal billing. I also managed the full platform and AWS GPU stack in development and production.

Before that, I delivered generative AI solutions for media clients as a Principal Consultant, combining full-stack delivery with Docker and ComfyUI. I shipped an interactive story generation application with LLMs (LangChain, OpenAI API), built automated image/video generation pipelines, and managed datasets and training for AI image/video models (LoRAs, Flux, WAN). Earlier, I strengthened my DevOps foundation by managing AWS and on-prem Kubernetes environments with Terraform and GitOps, orchestrating CI/CD, and supporting GPU-adjacent workflows through cloud automation.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Developer, MLOps

Current

Wargaming

Jan 2025 - Present (1 year 6 months)

Led end-to-end delivery of a production GenAI media platform for internal creative teams. Integrated multi-provider generation APIs and an in-house ComfyUI GPU cloud on Kubernetes, and built a FastAPI/React enterprise platform with assets, RBAC, budgets, and internal billing.

Generative AI Multi Provider Generative AI APIs ComfyUI Kubernetes fastAPI React AWS RBAC

Principal Consultant, GenAI & MLOps

DigitalxMuse

Jan 2023 - Jan 2025 (2 years)

Delivered generative AI solutions for media clients, including full-stack applications using Docker and ComfyUI. Shipped an interactive story generation application with LLMs (LangChain, OpenAI API) and built automated image/video generation pipelines while managing datasets and training LoRAs/Flux/WAN models.

Generative AI Full Stack Docker ComfyUI LLMs (LangChain OpenAI API Image Generation AI Video Generation Automated pipelines Datasets LoRAs Flux WAN

Sr. DevOps Engineer

DataGen

Jan 2021 - Jan 2023 (2 years)

Managed AWS and on-prem Kubernetes environments using Docker, Ansible, and Terraform. Orchestrated CI/CD with GitLab and Jenkins and engineered remote 3D workstations with automated rendering in the cloud.

AWS Kubernetes Docker Ansible Terraform CI CD Jenkins Cloud Rendering

DevOps Engineer

CodeValue

Jan 2018 - Jan 2021 (3 years)

Oversaw an AWS cloud environment with an emphasis on serverless technologies. Set up and maintained CI/CD pipelines using Jenkins and Artifactory for a C++ codebase, integrating IaC, GitOps, SecOps, and compilation/delivery with CMake and Conan.

AWS Serverless CI CD Jenkins Artifactory C++IaC GitOps SecOps CMake Conan

Unity Game Developer

Freelance

Jan 2012 - Jan 2018 (6 years)

Developed large-scale gaming applications and solutions using C# and Unity3D, building apps from the ground up and publishing them to the App Store and Google Play. Created internal tools using advanced Unity3D technologies.

Unity3D C#App Store Deployment Game Development Internal Tools