Open to opportunities

Andrey Shalkevich

@andreyshalkevich

Senior Product Manager at Hapag-Lloyd / IBA, taking agentic AI workflows into production and MCP servers from prototype to customer pilot.

Poland

Message

At Hapag-Lloyd / IBA, I drive agentic AI automation for operators, including multi-step LLM workflows with tool calls, human-review hand-offs, and evaluation of agent output. I also set requirements for two MCP servers and prototyped them hands-on; one serves an internal AI knowledge base in production, and the other is in a pilot with selected external customers.

Previously, at Finstek, I grew an AI-driven SaaS platform from 500 to 50,000 daily users through product and pricing work validated with A/B tests. At Forwardlane, I led discovery and roadmap for an API-first enterprise AI platform, and at ScienceSoft, I ran six B2B client projects in parallel. I bring a data-first product approach shaped by my PhD in Physics.

Experience

Work history, roles, and key accomplishments

Current

Senior Product Manager

Current

Hapag-Lloyd / IBA

Jan 2020 - Present (6 years 10 months)

Drive agentic AI automation for operators, including multi-step LLM workflows with tool calls and human-in-the-loop guardrails. Own vision, roadmap, and execution of an enterprise B2B SaaS platform, and set requirements for MCP servers, one in production and one in pilot with external customers.

Agentic AI LLM MCP Evaluation Human In The Loop Product Management Product Roadmap B2B SaaS GTM SQL Power BI Tableau A B Testing Jira Confluence Figma Notion

Senior Product Manager

Finstek

May 2018 - Jan 2020 (1 year 8 months)

Scaled an AI-driven SaaS platform from 500 to 50,000 daily users and grew annual revenue from $250K to $1.7M through product, pricing, and packaging work validated with A/B tests. Defined and launched a major platform upgrade with 70% performance and scalability gain.

Product Management Pricing Packaging A B Testing Strategy Discovery Launch AI SaaS

Product Manager

Forwardlane

Aug 2016 - May 2018 (1 year 9 months)

Led discovery, roadmap, and high-level architecture for an API-first enterprise AI platform, and led the data science team with hands-on model evaluation. Integrated third-party APIs and cut release cycles from 3 months to 1.