Viktor Petrov

Senior AI Infrastructure Engineer

Sofia, Bulgaria · Europe/Sofia (UTC+3) · 12 years of experience

Viktor focuses on reliable, observable, and cost-efficient compute platforms for AI workloads.

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Why this profile fits

Reliable AI compute

Runs Kubernetes and GPU platforms with workload isolation, SLOs, capacity controls, and recovery procedures.

Infrastructure as code

Makes environments repeatable through reviewed modules, GitOps, policy checks, and controlled change.

Cost and capacity discipline

Connects utilization, latency, availability, and unit economics to practical scaling decisions.

Relevant toolkit

Kubernetes

Terraform

NVIDIA GPUs

PrometheusArgo CD

Delivery evidence

Selected work

Multi-Tenant GPU Platform

AI platform services

Designed and delivered a AI compute platform focused on multi-tenant GPU Kubernetes; raised accelerator utilization from 41% to 72% while maintaining workload isolation. The release included capacity controls, workload isolation, SLOs, disaster recovery, and unit-economics reporting.

GPU Capacity and Chargeback Service

AI platform services operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

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Relevant experience

Career timeline

Senior AI Infrastructure Engineer

2022–Present

Devlyn client assignments · Remote

Led multi-tenant GPU Kubernetes delivery for a AI platform services team and raised accelerator utilization from 41% to 72% while maintaining workload isolation.

AI Infrastructure Engineer

2013–2021

AI platform services product company (confidential) · Sofia, Bulgaria

Built production systems in AI platform services, with increasing ownership of reliability, testing, and stakeholder delivery.

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Skill depth

Show experience in context.

Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Kubernetes12 years

Terraform11 years

NVIDIA GPUs10 years

Linux9 years

Prometheus12 years

Argo CD11 years

See the complete skill index

Languages

Frameworks

Tools

Platforms

Storage

Paradigms

Credentials

Certifications

Certified Kubernetes Administrator

Cloud Native Computing Foundation · 2026 · Certified

NVIDIA-Certified Professional: AI Infrastructure

NVIDIA · 2026 · Certified

Communication

Languages

English

Fluent

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