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Stefan Perchinkov

@stefanperchinkov

Product and operations leader at Evaluator and Agents Invest, who deployed an AI security platform inside banks’ own clouds.

North Macedonia

Message

At Evaluator, I created Evaluator AI, a platform that detects skimming and tampering on ATMs and POS terminals. I built and deployed the production system as a sealed, hardened image inside each bank’s own cloud, so video stays with the customer.

At Agents Invest, I led REPS Time from discovery to launch, translating US tax and real estate rules into product requirements and workflows. I also built automated workflows and live KPI dashboards for leadership.

At EOS Matrix Macedonia, I built the AML programme and information security management system, supporting ISO 27001 and ISO 20000 recertification and client audits. My work also included cross-border revenue growth and process improvement.

Experience

Work history, roles, and key accomplishments

Current

Chief Operating Officer

Current

Evaluator

Mar 2021 - Present (5 years 7 months)

Led product, delivery, and partnerships for an AI platform detecting skimming and tampering on ATMs and POS terminals. Built and deployed the production system as a sealed, hardened image with key-gated encrypted startup, published on Azure Marketplace.

AI GPU Infrastructure cloud deployment Security Product Management Partnerships Azure Marketplace AWS GCP RunPod L40S NVIDIA H100

Current

Director of Operations

Current

Agents Invest

Sep 2020 - Present (6 years 1 month)

Led product ownership for REPS Time from discovery to launch, turning US tax and real estate professional rules into data models and workflows. Managed contractor procurement, delivery rituals, recruiting, and process automation with AI agents and dashboards.

Product Management Workflow Automation API Integration Airtable Asana Monday.Com Notion Zapier Make N8n Google Analytics AI Agents Claude LLM APIs Recruitment Dashboarding

Skunkworks Manager

Done Enterprises

Aug 2022 - Jul 2025 (2 years 11 months)

Vetted and onboarded contractors, delivered early-stage software and hardware products from MVP to launch, and owned product vision for Understandify. Designed compliance workflows for global payments and contractor payouts.

Product Management Roadmapping User Interviews Figma Miro Make Airtable LLM APIs Compliance Recruitment

Partnership Manager

FELS Global

Jan 2021 - Dec 2021 (11 months)

Managed partnerships with accelerators, universities, and agencies.

Senior Project Manager

IBC Blockchain Consult

Jan 2019 - Dec 2020 (1 year 11 months)

Delivered projects to scope, budget, and date.

Business Development Manager

Business Buddy Inc.

Jan 2018 - Dec 2020 (2 years 11 months)

Led sales leadership and expanded into new markets.

Head of International Receivables

EOS Matrix Macedonia

Jul 2017 - Sep 2020 (3 years 2 months)

Built the company's AML programme from scratch, including KYC and KYB procedures. Delivered ISO 27001 and ISO 20000 recertification and client audits, and grew cross-border revenue tenfold.