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Krzysztof OchońskiKO
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Krzysztof Ochoński

@krzysztofochoski

AI Automation Engineer at Montrose Software, automating Royal Bank of Canada regression testing from days to hours.

Poland
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At Montrose Software, I designed and built a Claude Code regression workflow for Royal Bank of Canada’s risk-management and pricing platform, reducing a manual cycle of 2–3 days to a few hours.

I also created a reusable Claude Code Skill that checks for an external tool, installs it from GitHub when needed, and uses it to run a process end to end. I built MCP servers that give AI agents controlled access to internal tools and REST APIs.

My quality engineering work includes testing complex pricing scenarios and risk measures, API and performance testing, and evaluating AI workflows against realistic scenarios and clear pass/fail criteria. I’ve also automated pricing batch-run reporting with Python and REST APIs.

As co-founder of the side project Gamelet, I run a web and mobile app for organising amateur sports games with one partner. I own product decisions, testing, releases, app-store publishing of the PWA, and GDPR compliance.

Experience

Work history, roles, and key accomplishments

SS

Product Manager

Suder & Suder

Jul 2017 - Mar 2020 (2 years 8 months)

Managed product initiatives and contributed to business processes.

TP

Merchandise Planning Specialist

Tesco Polska

Jun 2015 - Jul 2017 (2 years 1 month)

Specialized in merchandise planning at the head office.

TP

Stock Control Specialist

Tesco Polska

Jun 2011 - Jun 2015 (4 years)

Managed stock control processes at the head office.

GA

Co-founder

Gamelet

Co-founded and ran a web and mobile PWA app for organizing amateur sports games, handling product decisions, testing, releases, and GDPR compliance.

Education

Degrees, certifications, and relevant coursework

AH

AI_Product Heroes

Certificate, AI Product

Completed a 6-week program covering AI product workflow from discovery to prototype, including Claude Code Masterclass, Cursor, Lovable, Replit, and product analytics.

CE

Cracow University of Economics

Master of Science, Management

2007 - 2009

Pursued a Master of Science in Management with a specialization in HR Management.

AGH University of Science and Technology logoAT

AGH University of Science and Technology

Bachelor of Arts, Management and Marketing

2001 - 2006

Earned a Bachelor of Arts in Management and Marketing.

AI

AI_devs

Course, AI Agents

Completed a 5-week intensive course on building AI agents, covering LLM APIs, tool calling, RAG, and agent architectures.

NI

Niebezpiecznik

Course, Web Application Security

Completed a course on web application security.

ST

Software Tester

Course, Software Testing

Completed a software tester course.

AI

Accounting Specialist (IFAC)

Course, Accounting

Completed a course for accounting specialist with IFAC accreditation.

SC

Stock-market broker candidate course

Course, Finance

Completed a stock-market broker candidate course.

II

Internal Auditor: ISO 27001, ISO 9001, ISO 31000

Course, Auditing

Completed internal auditor training for ISO 27001, ISO 9001, and ISO 31000.

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