Streamlined Compliance. Strategic Oversight.

Lead infrastructure, security, and AI strategy for regulated fintech. From accelerating SOC 2 readiness to designing private AI platforms, I bridge C-suite strategy with hands-on engineering.

Iliya Karin - DevSecOps Expert
Extraordinary Ability

14+ Years of Security, Infrastructure & AI Strategy

Senior expert with a distinguished track record in high-regulation industries including Fintech, Banking, and IoT. Recognized with the US O-1 Visa (Individuals with Extraordinary Ability or Achievement) and EB-1A Green Card for exceptional contributions to the field.

Key Achievements

  • Leading Infrastructure, Security, and AI Strategy for global Fintech
  • Designed private AI platforms on bare-metal GPU clusters
  • High-scale transformations at Gazprom, VTB Bank, Nokia

Trusted By

Delivered solutions for industry giants including Goldman Sachs, Alliance Insurance, Cambridge Investment Research, and Douglas Elliman Realty.

NokiaGazpromVTB BankInvent

Services

Comprehensive DevSecOps solutions tailored to your infrastructure needs.

Cloud Security

Hardening cloud environments (AWS, Azure, GCP) ensuring least privilege, IAM policies, and secure network architectures.

CI/CD Hardening

Implementing security gates in CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins). SAST/DAST integration.

Compliance & Governance

Automating compliance checks for SOC2, HIPAA, and GDPR. Infrastructure as Code (Terraform, Ansible) auditing.

Strategic Engineering

High-impact initiatives for mature organizations.

Platform Engineering & IDP

Building secure, self-service platforms (Golden Paths) to reduce cognitive load effectively.

  • Golden Paths: Standardized templates for services, CI/CD, and Terraform.
  • Secure-by-Default: Policy enforcement, secrets management, and mtls baked in.
  • DX Optimization: Improving deployment frequency and reducing lead time.

FinOps & SRE Audits

Deep technical reviews to cut cloud spend without compromising reliability.

  • Cost Analysis: K8s rightsizing and detecting architectural waste.
  • Reliability Gaps: SLO definition, error budget policies, and DR readiness.
  • Actionable Roadmap: Prioritized list for savings and risk reduction.

On-Prem & Sovereign AI Strategy

Building secure, non-SaaS compute platforms for latency-sensitive and highly regulated AI workloads.

Private AI Strategy

C-suite alignment for compliant LLM inference, RAG pipelines, and data sovereignty.

Bare-Metal GPU

High-performance clusters (CozyStack, K8s) designed for strict security requirements.

Model Orchestration

Scaling open-weight models (GPT-OSS, QWEN) via Kubeflow and specialized inference.

Engagement Packages

Transparent pricing for fixed-scope audits and strategic roadmaps. Custom engagements available.

Security Audit

Prevent data loss and PII exposure. Essential for passing heavy client DDQs.

$5k+
  • Infrastructure Security Scan
  • SOC2 Gap Analysis
  • Timeline: ~1 Week
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Infra Automation

Save countless developer hours, prevent incidents, and focus on code.

$10k+
  • Terraform/Ansible Audit
  • CI/CD Optimization Plan
  • Timeline: 1-2 Weeks
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AI Architecture

On-premise AI audit and strategic roadmap.

$8k+
  • Hardware/GPU Sizing
  • Privacy & Security Audit
  • Timeline: 2 Weeks
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Hourly Consultation

Troubleshooting, Architectural Review, Interviewing for your team.

$200 - $450 / hour

Rate depends on task complexity and engagement duration.

Iliya Karin

Experience

A proven track record of securing enterprise environments and leading high-performance teams.

Invent Logo

Head of Infrastructure, Security, & AI Strategy

Oct 2022 – Present

Invent (Austin, TX)

  • Lead infrastructure, security, and AI strategy for cloud-native platforms serving regulated fintech institutions globally.
  • Designed a private AI platform on bare-metal GPU clusters (CozyStack, K8s), enabling compliant LLM inference and RAG pipelines.
  • Deployed open-weight models (GPT-OSS-120B, QWEN, Llama) via Kubeflow for strict data-sovereignty requirements.
  • Shipped internal AI products: on-prem coding agent, client-facing financial chat (RAG), MR reviewer, and log analyzer.
  • Achieved 64%+ annual cloud savings through strategic rightsizing and architecture redesign.
Private AI LLM Inference RAG Kubernetes SOC2
VTB Bank Logo

Senior DevOps Manager

Aug 2020 – Oct 2022

Innotech / VTB Bank

  • Led DevOps for a division of 550+ engineers at a bank with $460B+ annual turnover.
  • Reduced deployment time from hours to minutes using automated Teamcity with Kotlin DSL auto generated pipelines.
  • Implemented production-grade OpenShift and microservices infrastructure.
  • Spearheaded observability transformation with Prometheus, Grafana, and ELK.
OpenShift FinTech Terraform
Nokia Logo

Principal SRE

Mar 2019 – Aug 2020

Nokia

  • Led deployment of the Nokia IMPACT IoT platform for large enterprise/telecom clients.
  • Designed high-availability infrastructure for geo-distributed environments.
  • Optimized platform scalability for millions of connected devices.
  • Automated lifecycle management using Ansible and Python.
IoT High Availability Python
Gazprom Logo

Lead DevOps Engineer

Jun 2015 – Mar 2019

Gazprom

  • Re-architected entire infrastructure and implemented a 3-2-1 backup strategy for critical data clusters.
  • World's first integration of PureStorage NVMe via 10Gb iSCSI with VMware vSphere.
  • Deployed Thin Client terminal solutions to create highly secure, cost-effective workspaces.
  • Implemented complete workspace control and audit solutions for government compliance in the energy sector.
PureStorage NVMe VMware Governance
Previous relevant Enterprise IT experience Jan 2012 – May 2015

Master's Degree in Computer Science

2005 – 2011

MATI (Russian State Technological University)

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