I can join a project at any phase, whether that means leading the architecture or fixing the code myself.

Project rescue

For projects that are late, failing or causing constant production problems. I find out what is really going wrong, stabilize the system, and get delivery moving again without stopping the business.

Platform modernization

For systems that have grown into several technology stacks that don’t work well together, or that are stuck on legacy platforms. I move them to a single maintainable platform in stages, while production keeps running.

AI-assisted engineering

For teams that want AI to speed up development without lowering quality. I set up the guardrails: clear architectural context, prompt contracts, standard documentation and mandatory tests. These make AI practical for taking on and refactoring unfamiliar code.

Systems integration

For software that has to connect with other systems, from warehouse robotics to customer host systems and benefits providers. I favor configurable integration engines and data mapping, so each new connection takes far less time than custom code.

Performance and reliability

For systems that are too slow or fall over under load. I measure first to find out where and why, then fix the causes and add tests so the problems stay fixed.

Build and test automation

For teams slowed down by manual releases and testing. I build pipelines and automated regression and performance testing, and help move teams to the practices that keep them working.