Marko P.

MVP & Product Engineering

I frequently work with companies that already have an MVP, prototype or AI-generated application but need help making it production-ready.

This can include:

• Architecture and codebase reviews
• Security and scalability assessments
• Repairing or rebuilding problematic components
• API and third-party integrations
• Authentication and authorization
• Database and infrastructure improvements
• Monitoring, backups and operational controls
• Deployment automation
• Reliability and performance improvements
• Moving prototypes into production

This is especially important for rapidly built AI or SaaS products where the prototype works, but the security, infrastructure and operational foundation needs professional engineering before the product scales.

Security by Design

When systems process customer information, internal data or allow AI agents to perform actions automatically, security needs to be part of the architecture from the beginning.

I focus on areas such as:

• Authentication and authorization
• Data protection and access controls
• Privacy and GDPR considerations
• API and secrets management
• Infrastructure security
• Logging and auditability
• Monitoring and alerting
• Abuse prevention
• Human approval for sensitive automated actions

How I work

I prefer to understand the actual technical problem before recommending a large project.

Sometimes the right solution is a focused fix. In other cases, the infrastructure or application needs deeper remediation or partial rebuilding.

For new products, I can build a focused MVP first so the idea can be validated before committing to a larger development effort.

I can work directly with your internal team or act as the technical delivery partner behind an agency, consultancy or product company.

Through DevSec Global, I can also provide additional engineering capacity for projects requiring cloud, DevOps, security, AI or application-development expertise.

For longer-term engagements, I can stay involved after the initial project for infrastructure management, security, monitoring, maintenance, incident response and continued improvements.

If you have a cloud, DevOps, security, infrastructure or AI engineering problem, send me a short description of the current setup, the main issue and what you are trying to achieve. I can quickly determine whether it requires a focused fix, an assessment or a broader engineering engagement.