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Aviv K.
@avivk5498
Senior AI Engineer, Runpod and ComfyUI, Solutions Architect
Israel
English, Hebrew
About me
I'm a senior software engineer and solutions architect who turns AI ideas into systems teams can run. I design and build governed AI agents, AWS serverless workflows, Runpod and ComfyUI backends, image and video APIs, and LoRA training pipelines.
Before specializing in AI, I handled more than 250 production incidents. One generation backend I built processed 45,000+ jobs at 99.9% uptime while reducing GPU costs by about 60%.
I work from diagnosis and architecture through deployment, monitoring, and handoff. If you need technical direction and an engineer who can build the system, let's talk.
Skills
Aviv K.
Offline •
See my services
AI Implementation & Deployment
I will deploy comfyui as a scalable runpod serverless API
Portfolio
Work experience
Aviv Kaplan - Independent AI Engineering
Freelancer • Freelance
Feb 2023 - Present • 3 yrs 7 mos
Design and build production AI systems from architecture through deployment. Projects include governed AI agents, AWS serverless workflows, Runpod and ComfyUI inference, image and video APIs, and LoRA training. One backend processed 45,000+ jobs at 99.9% uptime while reducing GPU costs by about 60%.
Salesforce
Salesforce • Full-time
Jun 2022 - Present • 4 yrs 3 mos
Build governed AI systems and developer tools for engineering and support teams. My work includes agent workflows, investigation tooling, integrations, observability, and human approval paths for production use.
